peak_picking.html 853 KB
Newer Older
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 1500 1501 1502 1503 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 1515 1516 1517 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 1543 1544 1545 1546 1547 1548 1549 1550 1551 1552 1553 1554 1555 1556 1557 1558 1559 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 1571 1572 1573 1574 1575 1576 1577 1578 1579 1580 1581 1582 1583 1584 1585 1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 1704 1705 1706 1707 1708 1709 1710 1711 1712 1713 1714 1715 1716 1717 1718 1719 1720 1721 1722 1723 1724 1725 1726 1727 1728 1729 1730 1731 1732 1733 1734 1735 1736 1737 1738 1739 1740 1741 1742 1743 1744 1745 1746 1747 1748 1749 1750 1751 1752 1753 1754 1755 1756 1757 1758 1759 1760 1761 1762 1763 1764 1765 1766 1767 1768 1769 1770 1771 1772 1773 1774 1775 1776 1777 1778 1779 1780 1781 1782 1783 1784 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 1799 1800 1801 1802 1803 1804 1805 1806 1807 1808 1809 1810 1811 1812 1813 1814 1815 1816 1817 1818 1819 1820 1821 1822 1823 1824 1825 1826 1827 1828 1829 1830 1831 1832 1833 1834 1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040 2041 2042 2043 2044 2045 2046 2047 2048 2049 2050 2051 2052 2053 2054 2055 2056 2057 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 2072 2073 2074 2075 2076 2077 2078 2079 2080 2081 2082 2083 2084 2085 2086 2087 2088 2089 2090 2091 2092 2093 2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200 2201 2202 2203 2204 2205 2206 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 2218 2219 2220 2221 2222 2223 2224 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 2358 2359 2360 2361 2362 2363 2364 2365 2366 2367 2368 2369 2370 2371 2372 2373 2374 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 2386 2387 2388 2389 2390 2391 2392 2393 2394 2395 2396 2397 2398 2399 2400 2401 2402 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 2447 2448 2449 2450 2451 2452 2453 2454 2455 2456 2457 2458 2459 2460 2461 2462 2463 2464 2465 2466 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 2478 2479 2480 2481 2482 2483 2484 2485 2486 2487 2488 2489 2490 2491 2492 2493 2494 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 2506 2507 2508 2509 2510 2511 2512 2513 2514 2515 2516 2517 2518 2519 2520 2521 2522 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546 2547 2548 2549 2550 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 2562 2563 2564 2565 2566 2567 2568 2569 2570 2571 2572 2573 2574 2575 2576 2577 2578 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 2590 2591 2592 2593 2594 2595 2596 2597 2598 2599 2600 2601 2602 2603 2604 2605 2606 2607 2608 2609 2610 2611 2612 2613 2614 2615 2616 2617 2618 2619 2620 2621 2622 2623 2624 2625 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 2640 2641 2642 2643 2644 2645 2646 2647 2648 2649 2650 2651 2652 2653 2654 2655 2656 2657 2658 2659 2660 2661 2662 2663 2664 2665 2666 2667 2668 2669 2670 2671 2672 2673 2674 2675 2676 2677 2678 2679 2680 2681 2682 2683 2684 2685 2686 2687 2688 2689 2690 2691 2692 2693 2694 2695 2696 2697 2698 2699 2700 2701 2702 2703 2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725 2726 2727 2728 2729 2730 2731 2732 2733 2734 2735 2736 2737 2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748 2749 2750 2751 2752 2753 2754 2755 2756 2757 2758 2759 2760 2761 2762 2763 2764 2765 2766 2767 2768 2769 2770 2771 2772 2773 2774 2775 2776 2777 2778 2779 2780 2781 2782 2783 2784 2785 2786 2787 2788 2789 2790 2791 2792 2793 2794 2795 2796 2797 2798 2799 2800 2801 2802 2803 2804 2805 2806 2807 2808 2809 2810 2811 2812 2813 2814 2815 2816 2817 2818 2819 2820 2821 2822 2823 2824 2825 2826 2827 2828 2829 2830 2831 2832 2833 2834 2835 2836 2837 2838 2839 2840 2841 2842 2843 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869 2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882 2883 2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895 2896 2897 2898 2899 2900 2901 2902 2903 2904 2905 2906 2907 2908 2909 2910 2911 2912 2913 2914 2915 2916 2917 2918 2919 2920 2921 2922 2923 2924 2925 2926 2927 2928 2929 2930 2931 2932 2933 2934 2935 2936 2937 2938 2939 2940 2941 2942 2943 2944 2945 2946 2947 2948 2949 2950 2951 2952 2953 2954 2955 2956 2957 2958 2959 2960 2961 2962 2963 2964 2965 2966 2967 2968 2969 2970 2971 2972 2973 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983 2984 2985 2986 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997 2998 2999 3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012 3013 3014 3015 3016 3017 3018 3019 3020 3021 3022 3023 3024 3025 3026 3027 3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038 3039 3040 3041 3042 3043 3044 3045 3046 3047 3048 3049 3050 3051 3052 3053 3054 3055 3056 3057 3058 3059 3060 3061 3062 3063 3064 3065 3066 3067 3068 3069 3070 3071 3072 3073 3074 3075 3076 3077 3078 3079 3080 3081 3082 3083 3084 3085 3086 3087 3088 3089 3090 3091 3092 3093 3094 3095 3096 3097 3098 3099 3100 3101 3102 3103 3104 3105 3106 3107 3108 3109 3110 3111 3112 3113 3114 3115 3116 3117 3118 3119 3120 3121 3122 3123 3124 3125 3126 3127 3128 3129 3130 3131 3132 3133 3134 3135 3136 3137 3138 3139 3140 3141 3142 3143 3144 3145 3146 3147 3148 3149 3150 3151 3152 3153 3154 3155 3156 3157 3158 3159 3160 3161 3162 3163 3164 3165 3166 3167 3168 3169 3170 3171 3172 3173 3174 3175 3176 3177 3178 3179 3180 3181 3182 3183 3184 3185 3186 3187 3188 3189 3190 3191 3192 3193 3194 3195 3196 3197 3198 3199 3200 3201 3202 3203 3204 3205 3206 3207 3208 3209 3210 3211 3212 3213 3214 3215 3216 3217 3218 3219 3220 3221 3222 3223 3224 3225 3226 3227 3228 3229 3230 3231 3232 3233 3234 3235 3236 3237 3238 3239 3240 3241 3242 3243 3244 3245 3246 3247 3248 3249 3250 3251 3252 3253 3254 3255 3256 3257 3258 3259 3260 3261 3262 3263 3264 3265 3266 3267 3268 3269 3270 3271 3272 3273 3274 3275 3276 3277 3278 3279 3280 3281 3282 3283 3284 3285 3286 3287 3288 3289 3290 3291 3292 3293 3294 3295 3296 3297 3298 3299 3300 3301 3302 3303 3304 3305 3306 3307 3308 3309 3310 3311 3312 3313 3314 3315 3316 3317 3318 3319 3320 3321 3322 3323 3324 3325 3326 3327 3328 3329 3330 3331 3332 3333 3334 3335 3336 3337 3338 3339 3340 3341 3342 3343 3344 3345 3346 3347 3348 3349 3350 3351 3352 3353 3354 3355 3356 3357 3358 3359 3360 3361 3362 3363 3364 3365 3366 3367 3368 3369 3370 3371 3372 3373 3374 3375 3376 3377 3378 3379 3380 3381 3382 3383 3384 3385 3386 3387 3388 3389 3390 3391 3392 3393 3394 3395 3396 3397 3398 3399 3400 3401 3402 3403 3404 3405 3406 3407 3408 3409 3410 3411 3412 3413 3414 3415 3416 3417 3418 3419 3420 3421 3422 3423 3424 3425 3426 3427 3428 3429 3430 3431 3432 3433 3434 3435 3436 3437 3438 3439 3440 3441 3442 3443 3444 3445 3446 3447 3448 3449 3450 3451 3452 3453 3454 3455 3456 3457 3458 3459 3460 3461 3462 3463 3464 3465 3466 3467 3468 3469 3470 3471 3472 3473 3474 3475 3476 3477 3478 3479 3480 3481 3482 3483 3484 3485 3486 3487 3488 3489 3490 3491 3492 3493 3494 3495 3496 3497 3498 3499 3500 3501 3502 3503 3504 3505 3506 3507 3508 3509 3510 3511 3512 3513 3514 3515 3516 3517 3518 3519 3520 3521 3522 3523 3524 3525 3526 3527 3528 3529 3530 3531 3532 3533 3534 3535 3536 3537 3538 3539 3540 3541 3542 3543 3544 3545 3546 3547 3548 3549 3550 3551 3552 3553 3554 3555 3556 3557 3558 3559 3560 3561 3562 3563 3564 3565 3566 3567 3568 3569 3570 3571 3572 3573 3574 3575 3576 3577 3578 3579 3580 3581 3582 3583 3584 3585 3586 3587 3588 3589 3590 3591 3592 3593 3594 3595 3596 3597 3598 3599 3600 3601 3602 3603 3604 3605 3606 3607 3608 3609 3610 3611 3612 3613 3614 3615 3616 3617 3618 3619 3620 3621 3622 3623 3624 3625 3626 3627 3628 3629 3630 3631 3632 3633 3634 3635 3636 3637 3638 3639 3640 3641 3642 3643 3644 3645 3646 3647 3648 3649 3650 3651 3652 3653 3654 3655 3656 3657 3658 3659 3660 3661 3662 3663 3664 3665 3666 3667 3668 3669 3670 3671 3672 3673 3674 3675 3676 3677 3678 3679 3680 3681 3682 3683 3684 3685 3686 3687 3688 3689 3690 3691 3692 3693 3694 3695 3696 3697 3698 3699 3700 3701 3702 3703 3704 3705 3706 3707 3708 3709 3710 3711 3712 3713 3714 3715 3716 3717 3718 3719 3720 3721 3722 3723 3724 3725 3726 3727 3728 3729 3730 3731 3732 3733 3734 3735 3736 3737 3738 3739 3740 3741 3742 3743 3744 3745 3746 3747 3748 3749 3750 3751 3752 3753 3754 3755 3756 3757 3758 3759 3760 3761 3762 3763 3764 3765 3766 3767 3768 3769 3770 3771 3772 3773 3774 3775 3776 3777 3778 3779 3780 3781 3782 3783 3784 3785 3786 3787 3788 3789 3790 3791 3792 3793 3794 3795 3796 3797 3798 3799 3800 3801 3802 3803 3804 3805 3806 3807 3808 3809 3810 3811 3812 3813 3814 3815 3816 3817 3818 3819 3820 3821 3822 3823 3824 3825 3826 3827 3828 3829 3830 3831 3832 3833 3834 3835 3836 3837 3838 3839 3840 3841 3842 3843 3844 3845 3846 3847 3848 3849 3850 3851 3852 3853 3854 3855 3856 3857 3858 3859 3860 3861 3862 3863 3864 3865 3866 3867 3868 3869 3870 3871 3872 3873 3874 3875 3876 3877 3878 3879 3880 3881 3882 3883 3884 3885 3886 3887 3888 3889 3890 3891 3892 3893 3894 3895 3896 3897 3898 3899 3900 3901 3902 3903 3904 3905 3906 3907 3908 3909 3910 3911 3912 3913 3914 3915 3916 3917 3918 3919 3920 3921 3922 3923 3924 3925 3926 3927 3928 3929 3930 3931 3932 3933 3934 3935 3936 3937 3938 3939 3940 3941 3942 3943 3944 3945 3946 3947 3948 3949 3950 3951 3952 3953 3954 3955 3956 3957 3958 3959 3960 3961 3962 3963 3964 3965 3966 3967 3968 3969 3970 3971 3972 3973 3974 3975 3976 3977 3978 3979 3980 3981 3982 3983 3984 3985 3986 3987 3988 3989 3990 3991 3992 3993 3994 3995 3996 3997 3998 3999 4000 4001 4002 4003 4004 4005 4006 4007 4008 4009 4010 4011 4012 4013 4014 4015 4016 4017 4018 4019 4020 4021 4022 4023 4024 4025 4026 4027 4028 4029 4030 4031 4032 4033 4034 4035 4036 4037 4038 4039 4040 4041 4042 4043 4044 4045 4046 4047 4048 4049 4050 4051 4052 4053 4054 4055 4056 4057 4058 4059 4060 4061 4062 4063 4064 4065 4066 4067 4068 4069 4070 4071 4072 4073 4074 4075 4076 4077 4078 4079 4080 4081 4082 4083 4084 4085 4086 4087 4088 4089 4090 4091 4092 4093 4094 4095 4096 4097 4098 4099 4100 4101 4102 4103 4104 4105 4106 4107 4108 4109 4110 4111 4112 4113 4114 4115 4116 4117 4118 4119 4120 4121 4122 4123 4124 4125 4126 4127 4128 4129 4130 4131 4132 4133 4134 4135 4136 4137 4138 4139 4140 4141 4142 4143 4144 4145 4146 4147 4148 4149 4150 4151 4152 4153 4154 4155 4156 4157 4158 4159 4160 4161 4162 4163 4164 4165 4166 4167 4168 4169 4170 4171 4172 4173 4174 4175 4176 4177 4178 4179 4180 4181 4182 4183 4184 4185 4186 4187 4188 4189 4190 4191 4192 4193 4194 4195 4196 4197 4198 4199 4200 4201 4202 4203 4204 4205 4206 4207 4208 4209 4210 4211 4212 4213 4214 4215 4216 4217 4218 4219 4220 4221 4222 4223 4224 4225 4226 4227 4228 4229 4230 4231 4232 4233 4234 4235 4236 4237 4238 4239 4240 4241 4242 4243 4244 4245 4246 4247 4248 4249 4250 4251 4252 4253 4254 4255 4256 4257 4258 4259 4260 4261 4262 4263 4264 4265 4266 4267 4268 4269 4270 4271 4272 4273 4274 4275 4276 4277 4278 4279 4280 4281 4282 4283 4284 4285 4286 4287 4288 4289 4290 4291 4292 4293 4294 4295 4296 4297 4298 4299 4300 4301 4302 4303 4304 4305 4306 4307 4308 4309 4310 4311 4312 4313 4314 4315 4316 4317 4318 4319 4320 4321 4322 4323 4324 4325 4326 4327 4328 4329 4330 4331 4332 4333 4334 4335 4336 4337 4338 4339 4340 4341 4342 4343 4344 4345 4346 4347 4348 4349 4350 4351 4352 4353 4354 4355 4356 4357 4358 4359 4360 4361 4362 4363 4364 4365 4366 4367 4368 4369 4370 4371 4372 4373 4374 4375 4376 4377 4378 4379 4380 4381 4382 4383 4384 4385 4386 4387 4388 4389 4390 4391 4392 4393 4394 4395 4396 4397 4398 4399 4400 4401 4402 4403 4404 4405 4406 4407 4408 4409 4410 4411 4412 4413 4414 4415 4416 4417 4418 4419 4420 4421 4422 4423 4424 4425 4426 4427 4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457 4458 4459 4460 4461 4462 4463 4464 4465 4466 4467 4468 4469 4470 4471 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550 4551 4552 4553 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642 4643 4644 4645 4646 4647 4648 4649 4650 4651 4652 4653 4654 4655 4656 4657 4658 4659 4660 4661 4662 4663 4664 4665 4666 4667 4668 4669 4670 4671 4672 4673 4674 4675 4676 4677 4678 4679 4680 4681 4682 4683 4684 4685 4686 4687 4688 4689 4690 4691 4692 4693 4694 4695 4696 4697 4698 4699 4700 4701 4702 4703 4704 4705 4706 4707 4708 4709 4710 4711 4712 4713 4714 4715 4716 4717 4718 4719 4720 4721 4722 4723 4724 4725 4726 4727 4728 4729 4730 4731 4732 4733 4734 4735 4736 4737 4738 4739 4740 4741 4742 4743 4744 4745 4746 4747 4748 4749 4750 4751 4752 4753 4754 4755 4756 4757 4758 4759 4760 4761 4762 4763 4764 4765 4766 4767 4768 4769 4770 4771 4772 4773 4774 4775 4776 4777 4778 4779 4780 4781 4782 4783 4784 4785 4786 4787 4788 4789 4790 4791 4792 4793 4794 4795 4796 4797 4798 4799 4800 4801 4802 4803 4804 4805 4806 4807 4808 4809 4810 4811 4812 4813 4814 4815 4816 4817 4818 4819 4820 4821 4822 4823 4824 4825 4826 4827 4828 4829 4830 4831 4832 4833 4834 4835 4836 4837 4838 4839 4840 4841 4842 4843 4844 4845 4846 4847 4848 4849 4850 4851 4852 4853 4854 4855 4856 4857 4858 4859 4860 4861 4862 4863 4864 4865 4866 4867 4868 4869 4870 4871 4872 4873 4874 4875 4876 4877 4878 4879 4880 4881 4882 4883 4884 4885 4886 4887 4888 4889 4890 4891 4892 4893 4894 4895 4896 4897 4898 4899 4900 4901 4902 4903 4904 4905 4906 4907 4908 4909 4910 4911 4912 4913 4914 4915 4916 4917 4918 4919 4920 4921 4922 4923 4924 4925 4926 4927 4928 4929 4930 4931 4932 4933 4934 4935 4936 4937 4938 4939 4940 4941 4942 4943 4944 4945 4946 4947 4948 4949 4950 4951 4952 4953 4954 4955 4956 4957 4958 4959 4960 4961 4962 4963 4964 4965 4966 4967 4968 4969 4970 4971 4972 4973 4974 4975 4976 4977 4978 4979 4980 4981 4982 4983 4984 4985 4986 4987 4988 4989 4990 4991 4992 4993 4994 4995 4996 4997 4998 4999 5000 5001 5002 5003 5004 5005 5006 5007 5008 5009 5010 5011 5012 5013 5014 5015 5016 5017 5018 5019 5020 5021 5022 5023 5024 5025 5026 5027 5028 5029 5030 5031 5032 5033 5034 5035 5036 5037 5038 5039 5040 5041 5042 5043 5044 5045 5046 5047 5048 5049 5050 5051 5052 5053 5054 5055 5056 5057 5058 5059 5060 5061 5062 5063 5064 5065 5066 5067 5068 5069 5070 5071 5072 5073 5074 5075 5076 5077 5078 5079 5080 5081 5082 5083 5084 5085 5086 5087 5088 5089 5090 5091 5092 5093 5094 5095 5096 5097 5098 5099 5100 5101 5102 5103 5104 5105 5106 5107 5108 5109 5110 5111 5112 5113 5114 5115 5116 5117 5118 5119 5120 5121 5122 5123 5124 5125 5126 5127 5128 5129 5130 5131 5132 5133 5134 5135 5136 5137 5138 5139 5140 5141 5142 5143 5144 5145 5146 5147 5148 5149 5150 5151 5152 5153 5154 5155 5156 5157 5158 5159 5160 5161 5162 5163 5164 5165 5166 5167 5168 5169 5170 5171 5172 5173 5174 5175 5176 5177 5178 5179 5180 5181 5182 5183 5184 5185 5186 5187 5188 5189 5190 5191 5192 5193 5194 5195 5196 5197 5198 5199 5200 5201 5202 5203 5204 5205 5206 5207 5208 5209 5210 5211 5212 5213 5214 5215 5216 5217 5218 5219 5220 5221 5222 5223 5224 5225 5226 5227 5228 5229 5230 5231 5232 5233 5234 5235 5236 5237 5238 5239 5240 5241 5242 5243 5244 5245 5246 5247 5248 5249 5250 5251 5252 5253 5254 5255 5256 5257 5258 5259 5260 5261 5262 5263 5264 5265 5266 5267 5268 5269 5270 5271 5272 5273 5274 5275 5276 5277 5278 5279 5280 5281 5282 5283 5284 5285 5286 5287 5288 5289 5290 5291 5292 5293 5294 5295 5296 5297 5298 5299 5300 5301 5302 5303 5304 5305 5306 5307 5308 5309 5310 5311 5312 5313 5314 5315 5316 5317 5318 5319 5320 5321 5322 5323 5324 5325 5326 5327 5328 5329 5330 5331 5332 5333 5334 5335 5336 5337 5338 5339 5340 5341 5342 5343 5344 5345 5346 5347 5348 5349 5350 5351 5352 5353 5354 5355 5356 5357 5358 5359 5360 5361 5362 5363 5364 5365 5366 5367 5368 5369 5370 5371 5372 5373 5374 5375 5376 5377 5378 5379 5380 5381 5382 5383 5384 5385 5386 5387 5388 5389 5390 5391 5392 5393 5394 5395 5396 5397 5398 5399 5400 5401 5402 5403 5404 5405 5406 5407 5408 5409 5410 5411 5412 5413 5414 5415 5416 5417 5418 5419 5420 5421 5422 5423 5424 5425 5426 5427 5428 5429 5430 5431 5432 5433 5434 5435 5436 5437 5438 5439 5440 5441 5442 5443 5444 5445 5446 5447 5448 5449 5450 5451 5452 5453 5454 5455 5456 5457 5458 5459 5460 5461 5462 5463 5464 5465 5466 5467 5468 5469 5470 5471 5472 5473 5474 5475 5476 5477 5478 5479 5480 5481 5482 5483 5484 5485 5486 5487 5488 5489 5490 5491 5492 5493 5494 5495 5496 5497 5498 5499 5500 5501 5502 5503 5504 5505 5506 5507 5508 5509 5510 5511 5512 5513 5514 5515 5516 5517 5518 5519 5520 5521 5522 5523 5524 5525 5526 5527 5528 5529 5530 5531 5532 5533 5534 5535 5536 5537 5538 5539 5540 5541 5542 5543 5544 5545 5546 5547 5548 5549 5550 5551 5552 5553 5554 5555 5556 5557 5558 5559 5560 5561 5562 5563 5564 5565 5566 5567 5568 5569 5570 5571 5572 5573 5574 5575 5576 5577 5578 5579 5580 5581 5582 5583 5584 5585 5586 5587 5588 5589 5590 5591 5592 5593 5594 5595 5596 5597 5598 5599 5600 5601 5602 5603 5604 5605 5606 5607 5608 5609 5610 5611 5612 5613 5614 5615 5616 5617 5618 5619 5620 5621 5622 5623 5624 5625 5626 5627 5628 5629 5630 5631 5632 5633 5634 5635 5636 5637 5638 5639 5640 5641 5642 5643 5644 5645 5646 5647 5648 5649 5650 5651 5652 5653 5654 5655 5656 5657 5658 5659 5660 5661 5662 5663 5664 5665 5666 5667 5668 5669 5670 5671 5672 5673 5674 5675 5676 5677 5678 5679 5680 5681 5682 5683 5684 5685 5686 5687 5688 5689 5690 5691 5692 5693 5694 5695 5696 5697 5698 5699 5700 5701 5702 5703 5704 5705 5706 5707 5708 5709 5710 5711 5712 5713 5714 5715 5716 5717 5718 5719 5720 5721 5722 5723 5724 5725 5726 5727 5728 5729 5730 5731 5732 5733 5734 5735 5736 5737 5738 5739 5740 5741 5742 5743 5744 5745 5746 5747 5748 5749 5750 5751 5752 5753 5754 5755 5756 5757 5758 5759 5760 5761 5762 5763 5764 5765 5766 5767 5768 5769 5770 5771 5772 5773 5774 5775 5776 5777 5778 5779 5780 5781 5782 5783 5784 5785 5786 5787 5788 5789 5790 5791 5792 5793 5794 5795 5796 5797 5798 5799 5800 5801 5802 5803 5804 5805 5806 5807 5808 5809 5810 5811 5812 5813 5814 5815 5816 5817 5818 5819 5820 5821 5822 5823 5824 5825 5826 5827 5828 5829 5830 5831 5832 5833 5834 5835 5836 5837 5838 5839 5840 5841 5842 5843 5844 5845 5846 5847 5848 5849 5850 5851 5852 5853 5854 5855 5856 5857 5858 5859 5860 5861 5862 5863 5864 5865 5866 5867 5868 5869 5870 5871 5872 5873 5874 5875 5876 5877 5878 5879 5880 5881 5882 5883 5884 5885 5886 5887 5888 5889 5890 5891 5892 5893 5894 5895 5896 5897 5898 5899 5900 5901 5902 5903 5904 5905 5906 5907 5908 5909 5910 5911 5912 5913 5914 5915 5916 5917 5918 5919 5920 5921 5922 5923 5924 5925 5926 5927 5928 5929 5930 5931 5932 5933 5934 5935 5936 5937 5938 5939 5940 5941 5942 5943 5944 5945 5946 5947 5948 5949 5950 5951 5952 5953 5954 5955 5956 5957 5958 5959 5960 5961 5962 5963 5964 5965 5966 5967 5968 5969 5970 5971 5972 5973 5974 5975 5976 5977 5978 5979 5980 5981 5982 5983 5984 5985 5986 5987 5988 5989 5990 5991 5992 5993 5994 5995 5996 5997 5998 5999 6000 6001 6002 6003 6004 6005 6006 6007 6008 6009 6010 6011 6012 6013 6014 6015 6016 6017 6018 6019 6020 6021 6022 6023 6024 6025 6026 6027 6028 6029 6030 6031 6032 6033 6034 6035 6036 6037 6038 6039 6040 6041 6042 6043 6044 6045 6046 6047 6048 6049 6050 6051 6052 6053 6054 6055 6056 6057 6058 6059 6060 6061 6062 6063 6064 6065 6066 6067 6068 6069 6070 6071 6072 6073 6074 6075 6076 6077 6078 6079 6080 6081 6082 6083 6084 6085 6086 6087 6088 6089 6090 6091 6092 6093 6094 6095 6096 6097 6098 6099 6100 6101 6102 6103 6104 6105 6106 6107 6108 6109 6110 6111 6112 6113 6114 6115 6116 6117 6118 6119 6120 6121 6122 6123 6124 6125 6126 6127 6128 6129 6130 6131 6132 6133 6134 6135 6136 6137 6138 6139 6140 6141 6142 6143 6144 6145 6146 6147 6148 6149 6150 6151 6152 6153 6154 6155 6156 6157 6158 6159 6160 6161 6162 6163 6164 6165 6166 6167 6168 6169 6170 6171 6172 6173 6174 6175 6176 6177 6178 6179 6180 6181 6182 6183 6184 6185 6186 6187 6188 6189 6190 6191 6192 6193 6194 6195 6196 6197 6198 6199 6200 6201 6202 6203 6204 6205 6206 6207 6208 6209 6210 6211 6212 6213 6214 6215 6216 6217 6218 6219 6220 6221 6222 6223 6224 6225 6226 6227 6228 6229 6230 6231 6232 6233 6234 6235 6236 6237 6238 6239 6240 6241 6242 6243 6244 6245 6246 6247 6248 6249 6250 6251 6252 6253 6254 6255 6256 6257 6258 6259 6260 6261 6262 6263 6264 6265 6266 6267 6268 6269 6270 6271 6272 6273 6274 6275 6276 6277 6278 6279 6280 6281 6282 6283 6284 6285 6286 6287 6288 6289 6290 6291 6292 6293 6294 6295 6296 6297 6298 6299 6300 6301 6302 6303 6304 6305 6306 6307 6308 6309 6310 6311 6312 6313 6314 6315 6316 6317 6318 6319 6320 6321 6322 6323 6324 6325 6326 6327 6328 6329 6330 6331 6332 6333 6334 6335 6336 6337 6338 6339 6340 6341 6342 6343 6344 6345 6346 6347 6348 6349 6350 6351 6352 6353 6354 6355 6356 6357 6358 6359 6360 6361 6362 6363 6364 6365 6366 6367 6368 6369 6370 6371 6372 6373 6374 6375 6376 6377 6378 6379 6380 6381 6382 6383 6384 6385 6386 6387 6388 6389 6390 6391 6392 6393 6394 6395 6396 6397 6398 6399 6400 6401 6402 6403 6404 6405 6406 6407 6408 6409 6410 6411 6412 6413 6414 6415 6416 6417 6418 6419 6420 6421 6422 6423 6424 6425 6426 6427 6428 6429 6430 6431 6432 6433 6434 6435 6436 6437 6438 6439 6440 6441 6442 6443 6444 6445 6446 6447 6448 6449 6450 6451 6452 6453 6454 6455 6456 6457 6458 6459 6460 6461 6462 6463 6464 6465 6466 6467 6468 6469 6470 6471 6472 6473 6474 6475 6476 6477 6478 6479 6480 6481 6482 6483 6484 6485 6486 6487 6488 6489 6490 6491 6492 6493 6494 6495 6496 6497 6498 6499 6500 6501 6502 6503 6504 6505 6506 6507 6508 6509 6510 6511 6512 6513 6514 6515 6516 6517 6518 6519 6520 6521 6522 6523 6524 6525 6526 6527 6528 6529 6530 6531 6532 6533 6534 6535 6536 6537 6538 6539 6540 6541 6542 6543 6544 6545 6546 6547 6548 6549 6550 6551 6552 6553 6554 6555 6556 6557 6558 6559 6560 6561 6562 6563 6564 6565 6566 6567 6568 6569 6570 6571 6572 6573 6574 6575 6576 6577 6578 6579 6580 6581 6582 6583 6584 6585 6586 6587 6588 6589 6590 6591 6592 6593 6594 6595 6596 6597 6598 6599 6600 6601 6602 6603 6604 6605 6606 6607 6608 6609 6610 6611 6612 6613 6614 6615 6616 6617 6618 6619 6620 6621 6622 6623 6624 6625 6626 6627 6628 6629 6630 6631 6632 6633 6634 6635 6636 6637 6638 6639 6640 6641 6642 6643 6644 6645 6646 6647 6648 6649 6650 6651 6652 6653 6654 6655 6656 6657 6658 6659 6660 6661 6662 6663 6664 6665 6666 6667 6668 6669 6670 6671 6672 6673 6674 6675 6676 6677 6678 6679 6680 6681 6682 6683 6684 6685 6686 6687 6688 6689 6690 6691 6692 6693 6694 6695 6696 6697 6698 6699 6700 6701 6702 6703 6704 6705 6706 6707 6708 6709 6710 6711 6712 6713 6714 6715 6716 6717 6718 6719 6720 6721 6722 6723 6724 6725 6726 6727 6728 6729 6730 6731 6732 6733 6734 6735 6736 6737 6738 6739 6740 6741 6742 6743 6744 6745 6746 6747 6748 6749 6750 6751 6752 6753 6754 6755 6756 6757 6758 6759 6760 6761 6762 6763 6764 6765 6766 6767 6768 6769 6770 6771 6772 6773 6774 6775 6776 6777 6778 6779 6780 6781 6782 6783 6784 6785 6786 6787 6788 6789 6790 6791 6792 6793 6794 6795 6796 6797 6798 6799 6800 6801 6802 6803 6804 6805 6806 6807 6808 6809 6810 6811 6812 6813 6814 6815 6816 6817 6818 6819 6820 6821 6822 6823 6824 6825 6826 6827 6828 6829 6830 6831 6832 6833 6834 6835 6836 6837 6838 6839 6840 6841 6842 6843 6844 6845 6846 6847 6848 6849 6850 6851 6852 6853 6854 6855 6856 6857 6858 6859 6860 6861 6862 6863 6864 6865 6866 6867 6868 6869 6870 6871 6872 6873 6874 6875 6876 6877 6878 6879 6880 6881 6882 6883 6884 6885 6886 6887 6888 6889 6890 6891 6892 6893 6894 6895 6896 6897 6898 6899 6900 6901 6902 6903 6904 6905 6906 6907 6908 6909 6910 6911 6912 6913 6914 6915 6916 6917 6918 6919 6920 6921 6922 6923 6924 6925 6926 6927 6928 6929 6930 6931 6932 6933 6934 6935 6936 6937 6938 6939 6940 6941 6942 6943 6944 6945 6946 6947 6948 6949 6950 6951 6952 6953 6954 6955 6956 6957 6958 6959 6960 6961 6962 6963 6964 6965 6966 6967 6968 6969 6970 6971 6972 6973 6974 6975 6976 6977 6978 6979 6980 6981 6982 6983 6984 6985 6986 6987 6988 6989 6990 6991 6992 6993 6994 6995 6996 6997 6998 6999 7000 7001 7002 7003 7004 7005 7006 7007 7008 7009 7010 7011 7012 7013 7014 7015 7016 7017 7018 7019 7020 7021 7022 7023 7024 7025 7026 7027 7028 7029 7030 7031 7032 7033 7034 7035 7036 7037 7038 7039 7040 7041 7042 7043 7044 7045 7046 7047 7048 7049 7050 7051 7052 7053 7054 7055 7056 7057 7058 7059 7060 7061 7062 7063 7064 7065 7066 7067 7068 7069 7070 7071 7072 7073 7074 7075 7076 7077 7078 7079 7080 7081 7082 7083 7084 7085 7086 7087 7088 7089 7090 7091 7092 7093 7094 7095 7096 7097 7098 7099 7100 7101 7102 7103 7104 7105 7106 7107 7108 7109 7110 7111 7112 7113 7114 7115 7116 7117 7118 7119 7120 7121 7122 7123 7124 7125 7126 7127 7128 7129 7130 7131 7132 7133 7134 7135 7136 7137 7138 7139 7140 7141 7142 7143 7144 7145 7146 7147 7148 7149 7150 7151 7152 7153 7154 7155 7156 7157 7158 7159 7160 7161 7162 7163 7164 7165 7166 7167 7168 7169 7170 7171 7172 7173 7174 7175 7176 7177 7178 7179 7180 7181 7182 7183 7184 7185 7186 7187 7188 7189 7190 7191 7192 7193 7194 7195 7196 7197 7198 7199 7200 7201 7202 7203 7204 7205 7206 7207 7208 7209 7210 7211 7212 7213 7214 7215 7216 7217 7218 7219 7220 7221 7222 7223 7224 7225 7226 7227 7228 7229 7230 7231 7232 7233 7234 7235 7236 7237 7238 7239 7240 7241 7242 7243 7244 7245 7246 7247 7248 7249 7250 7251 7252 7253 7254 7255 7256 7257 7258 7259 7260 7261 7262 7263 7264 7265 7266 7267 7268 7269 7270 7271 7272 7273 7274 7275 7276 7277 7278 7279 7280 7281 7282 7283 7284 7285 7286 7287 7288 7289 7290 7291 7292 7293 7294 7295 7296 7297 7298 7299 7300 7301 7302 7303 7304 7305 7306 7307 7308 7309 7310 7311 7312 7313 7314 7315 7316 7317 7318 7319 7320 7321 7322 7323 7324 7325 7326 7327 7328 7329 7330 7331 7332 7333 7334 7335 7336 7337 7338 7339 7340 7341 7342 7343 7344 7345 7346 7347 7348 7349 7350 7351 7352 7353 7354 7355 7356 7357 7358 7359 7360 7361 7362 7363 7364 7365 7366 7367 7368 7369 7370 7371 7372 7373 7374 7375 7376 7377 7378 7379 7380 7381 7382 7383 7384 7385 7386 7387 7388 7389 7390 7391 7392 7393 7394 7395 7396 7397 7398 7399 7400 7401 7402 7403 7404 7405 7406 7407 7408 7409 7410 7411 7412 7413 7414 7415 7416 7417 7418 7419 7420 7421 7422 7423 7424 7425 7426 7427 7428 7429 7430 7431 7432 7433 7434 7435 7436 7437 7438 7439 7440 7441 7442 7443 7444 7445 7446 7447 7448 7449 7450 7451 7452 7453 7454 7455 7456 7457 7458 7459 7460 7461 7462 7463 7464 7465 7466 7467 7468 7469 7470 7471 7472 7473 7474 7475 7476 7477 7478 7479 7480 7481 7482 7483 7484 7485 7486 7487 7488 7489 7490 7491 7492 7493 7494 7495 7496 7497 7498 7499 7500 7501 7502 7503 7504 7505 7506 7507 7508 7509 7510 7511 7512 7513 7514 7515 7516 7517 7518 7519 7520 7521 7522 7523 7524 7525 7526 7527 7528 7529 7530 7531 7532 7533 7534 7535 7536 7537 7538 7539 7540 7541 7542 7543 7544 7545 7546 7547 7548 7549 7550 7551 7552 7553 7554 7555 7556 7557 7558 7559 7560 7561 7562 7563 7564 7565 7566 7567 7568 7569 7570 7571 7572 7573 7574 7575 7576 7577 7578 7579 7580 7581 7582 7583 7584 7585 7586 7587 7588 7589 7590 7591 7592 7593 7594 7595 7596 7597 7598 7599 7600 7601 7602 7603 7604 7605 7606 7607 7608 7609 7610 7611 7612 7613 7614 7615 7616 7617 7618 7619 7620 7621 7622 7623 7624 7625 7626 7627 7628 7629 7630 7631 7632 7633 7634 7635 7636 7637 7638 7639 7640 7641 7642 7643 7644 7645 7646 7647 7648 7649 7650 7651 7652 7653 7654 7655 7656 7657 7658 7659 7660 7661 7662 7663 7664 7665 7666 7667 7668 7669 7670 7671 7672 7673 7674 7675 7676 7677 7678 7679 7680 7681 7682 7683 7684 7685 7686 7687 7688 7689 7690 7691 7692 7693 7694 7695 7696 7697 7698 7699 7700 7701 7702 7703 7704 7705 7706 7707 7708 7709 7710 7711 7712 7713 7714 7715 7716 7717 7718 7719 7720 7721 7722 7723 7724 7725 7726 7727 7728 7729 7730 7731 7732 7733 7734 7735 7736 7737 7738 7739 7740 7741 7742 7743 7744 7745 7746 7747 7748 7749 7750 7751 7752 7753 7754 7755 7756 7757 7758 7759 7760 7761 7762 7763 7764 7765 7766 7767 7768 7769 7770 7771 7772 7773 7774 7775 7776 7777 7778 7779 7780 7781 7782 7783 7784 7785 7786 7787 7788 7789 7790 7791 7792 7793 7794 7795 7796 7797 7798 7799 7800 7801 7802 7803 7804 7805 7806 7807 7808 7809 7810 7811 7812 7813 7814 7815 7816 7817 7818 7819 7820 7821 7822 7823 7824 7825 7826 7827 7828 7829 7830 7831 7832 7833 7834 7835 7836 7837 7838 7839 7840 7841 7842 7843 7844 7845 7846 7847 7848 7849 7850 7851 7852 7853 7854 7855 7856 7857 7858 7859 7860 7861 7862 7863 7864 7865 7866 7867 7868 7869 7870 7871 7872 7873 7874 7875 7876 7877 7878 7879 7880 7881 7882 7883 7884 7885 7886 7887 7888 7889 7890 7891 7892 7893 7894 7895 7896 7897 7898 7899 7900 7901 7902 7903 7904 7905 7906 7907 7908 7909 7910 7911 7912 7913 7914 7915 7916 7917 7918 7919 7920 7921 7922 7923 7924 7925 7926 7927 7928 7929 7930 7931 7932 7933 7934 7935 7936 7937 7938 7939 7940 7941 7942 7943 7944 7945 7946 7947 7948 7949 7950 7951 7952 7953 7954 7955 7956 7957 7958 7959 7960 7961 7962 7963 7964 7965 7966 7967 7968 7969 7970 7971 7972 7973 7974 7975 7976 7977 7978 7979 7980 7981 7982 7983 7984 7985 7986 7987 7988 7989 7990 7991 7992 7993 7994 7995 7996 7997 7998 7999 8000 8001 8002 8003 8004 8005 8006 8007 8008 8009 8010 8011 8012 8013 8014 8015 8016 8017 8018 8019 8020 8021 8022 8023 8024 8025 8026 8027 8028 8029 8030 8031 8032 8033 8034 8035 8036 8037 8038 8039 8040 8041 8042 8043 8044 8045 8046 8047 8048 8049 8050 8051 8052 8053 8054 8055 8056 8057 8058 8059 8060 8061 8062 8063 8064 8065 8066 8067 8068 8069 8070 8071 8072 8073 8074 8075 8076 8077 8078 8079 8080 8081 8082 8083 8084 8085 8086 8087 8088 8089 8090 8091 8092 8093 8094 8095 8096 8097 8098 8099 8100 8101 8102 8103 8104 8105 8106 8107 8108 8109 8110 8111 8112 8113 8114 8115 8116 8117 8118 8119 8120 8121 8122 8123 8124 8125 8126 8127 8128 8129 8130 8131 8132 8133 8134 8135 8136 8137 8138 8139 8140 8141 8142 8143 8144 8145 8146 8147 8148 8149 8150 8151 8152 8153 8154 8155 8156 8157 8158 8159 8160 8161 8162 8163 8164 8165 8166 8167 8168 8169 8170 8171 8172 8173 8174 8175 8176 8177 8178 8179 8180 8181 8182 8183 8184 8185 8186 8187 8188 8189 8190 8191 8192 8193 8194 8195 8196 8197 8198 8199 8200 8201 8202 8203 8204 8205 8206 8207 8208 8209 8210 8211 8212 8213 8214 8215 8216 8217 8218 8219 8220 8221 8222 8223 8224 8225 8226 8227 8228 8229 8230 8231 8232 8233 8234 8235 8236 8237 8238 8239 8240 8241 8242 8243 8244 8245 8246 8247 8248 8249 8250 8251 8252 8253 8254 8255 8256 8257 8258 8259 8260 8261 8262 8263 8264 8265 8266 8267 8268 8269 8270 8271 8272 8273 8274 8275 8276 8277 8278 8279 8280 8281 8282 8283 8284 8285 8286 8287 8288 8289 8290 8291 8292 8293 8294 8295 8296 8297 8298 8299 8300 8301 8302 8303 8304 8305 8306 8307 8308 8309 8310 8311 8312 8313 8314 8315 8316 8317 8318 8319 8320 8321 8322 8323 8324 8325 8326 8327 8328 8329 8330 8331 8332 8333 8334 8335 8336 8337 8338 8339 8340 8341 8342 8343 8344 8345 8346 8347 8348 8349 8350 8351 8352 8353 8354 8355 8356 8357 8358 8359 8360 8361 8362 8363 8364 8365 8366 8367 8368 8369 8370 8371 8372 8373 8374 8375 8376 8377 8378 8379 8380 8381 8382 8383 8384 8385 8386 8387 8388 8389 8390 8391 8392 8393 8394 8395 8396 8397 8398 8399 8400 8401 8402 8403 8404 8405 8406 8407 8408 8409 8410 8411 8412 8413 8414 8415 8416 8417 8418 8419 8420 8421 8422 8423 8424 8425 8426 8427 8428 8429 8430 8431 8432 8433 8434 8435 8436 8437 8438 8439 8440 8441 8442 8443 8444 8445 8446 8447 8448 8449 8450 8451 8452 8453 8454 8455 8456 8457 8458 8459 8460 8461 8462 8463 8464 8465 8466 8467 8468 8469 8470 8471 8472 8473 8474 8475 8476 8477 8478 8479 8480 8481 8482 8483 8484 8485 8486 8487 8488 8489 8490 8491 8492 8493 8494 8495 8496 8497 8498 8499 8500 8501 8502 8503 8504 8505 8506 8507 8508 8509 8510 8511 8512 8513 8514 8515 8516 8517 8518 8519 8520 8521 8522 8523 8524 8525 8526 8527 8528 8529 8530 8531 8532 8533 8534 8535 8536 8537 8538 8539 8540 8541 8542 8543 8544 8545 8546 8547 8548 8549 8550 8551 8552 8553 8554 8555 8556 8557 8558 8559 8560 8561 8562 8563 8564 8565 8566 8567 8568 8569 8570 8571 8572 8573 8574 8575 8576 8577 8578 8579 8580 8581 8582 8583 8584 8585 8586 8587 8588 8589 8590 8591 8592 8593 8594 8595 8596 8597 8598 8599 8600 8601 8602 8603 8604 8605 8606 8607 8608 8609 8610 8611 8612 8613 8614 8615 8616 8617 8618 8619 8620 8621 8622 8623 8624 8625 8626 8627 8628 8629 8630 8631 8632 8633 8634 8635 8636 8637 8638 8639 8640 8641 8642 8643 8644 8645 8646 8647 8648 8649 8650 8651 8652 8653 8654 8655 8656 8657 8658 8659 8660 8661 8662 8663 8664 8665 8666 8667 8668 8669 8670 8671 8672 8673 8674 8675 8676 8677 8678 8679 8680 8681 8682 8683 8684 8685 8686 8687 8688 8689 8690 8691 8692 8693 8694 8695 8696 8697 8698 8699 8700 8701 8702 8703 8704 8705 8706 8707 8708 8709 8710 8711 8712 8713 8714 8715 8716 8717 8718 8719 8720 8721 8722 8723 8724 8725 8726 8727 8728 8729 8730 8731 8732 8733 8734 8735 8736 8737 8738 8739 8740 8741 8742 8743 8744 8745 8746 8747 8748 8749 8750 8751 8752 8753 8754 8755 8756 8757 8758 8759 8760 8761 8762 8763 8764 8765 8766 8767 8768 8769 8770 8771 8772 8773 8774 8775 8776 8777 8778 8779 8780 8781 8782 8783 8784 8785 8786 8787 8788 8789 8790 8791 8792 8793 8794 8795 8796 8797 8798 8799 8800 8801 8802 8803 8804 8805 8806 8807 8808 8809 8810 8811 8812 8813 8814 8815 8816 8817 8818 8819 8820 8821 8822 8823 8824 8825 8826 8827 8828 8829 8830 8831 8832 8833 8834 8835 8836 8837 8838 8839 8840 8841 8842 8843 8844 8845 8846 8847 8848 8849 8850 8851 8852 8853 8854 8855 8856 8857 8858 8859 8860 8861 8862 8863 8864 8865 8866 8867 8868 8869 8870 8871 8872 8873 8874 8875 8876 8877 8878 8879 8880 8881 8882 8883 8884 8885 8886 8887 8888 8889 8890 8891 8892 8893 8894 8895 8896 8897 8898 8899 8900 8901 8902 8903 8904 8905 8906 8907 8908 8909 8910 8911 8912 8913 8914 8915 8916 8917 8918 8919 8920 8921 8922 8923 8924 8925 8926 8927 8928 8929 8930 8931 8932 8933 8934 8935 8936 8937 8938 8939 8940 8941 8942 8943 8944 8945 8946 8947 8948 8949 8950 8951 8952 8953 8954 8955 8956 8957 8958 8959 8960 8961 8962 8963 8964 8965 8966 8967 8968 8969 8970 8971 8972 8973 8974 8975 8976 8977 8978 8979 8980 8981 8982 8983 8984 8985 8986 8987 8988 8989 8990 8991 8992 8993 8994 8995 8996 8997 8998 8999 9000 9001 9002 9003 9004 9005 9006 9007 9008 9009 9010 9011 9012 9013 9014 9015 9016 9017 9018 9019 9020 9021 9022 9023 9024 9025 9026 9027 9028 9029 9030 9031 9032 9033 9034 9035 9036 9037 9038 9039 9040 9041 9042 9043 9044 9045 9046 9047 9048 9049 9050 9051 9052 9053 9054 9055 9056 9057 9058 9059 9060 9061 9062 9063 9064 9065 9066 9067 9068 9069 9070 9071 9072 9073 9074 9075 9076 9077 9078 9079 9080 9081 9082 9083 9084 9085 9086 9087 9088 9089 9090 9091 9092 9093 9094 9095 9096 9097 9098 9099 9100 9101 9102 9103 9104 9105 9106 9107 9108 9109 9110 9111 9112 9113 9114 9115 9116 9117 9118 9119 9120 9121 9122 9123 9124 9125 9126 9127 9128 9129 9130 9131 9132 9133 9134 9135 9136 9137 9138 9139 9140 9141 9142 9143 9144 9145 9146 9147 9148 9149 9150 9151 9152 9153 9154 9155 9156 9157 9158 9159 9160 9161 9162 9163 9164 9165 9166 9167 9168 9169 9170 9171 9172 9173 9174 9175 9176 9177 9178 9179 9180 9181 9182 9183 9184 9185 9186 9187 9188 9189 9190 9191 9192 9193 9194 9195 9196 9197 9198 9199 9200 9201 9202 9203 9204 9205 9206 9207 9208 9209 9210 9211 9212 9213 9214 9215 9216 9217 9218 9219 9220 9221 9222 9223 9224 9225 9226 9227 9228 9229 9230 9231 9232 9233 9234 9235 9236 9237 9238 9239 9240 9241 9242 9243 9244 9245 9246 9247 9248 9249 9250 9251 9252 9253 9254 9255 9256 9257 9258 9259 9260 9261 9262 9263 9264 9265 9266 9267 9268 9269 9270 9271 9272 9273 9274 9275 9276 9277 9278 9279 9280 9281 9282 9283 9284 9285 9286 9287 9288 9289 9290 9291 9292 9293 9294 9295 9296 9297 9298 9299 9300 9301 9302 9303 9304 9305 9306 9307 9308 9309 9310 9311 9312 9313 9314 9315 9316 9317 9318 9319 9320 9321 9322 9323 9324 9325 9326 9327 9328 9329 9330 9331 9332 9333 9334 9335 9336 9337 9338 9339 9340 9341 9342 9343 9344 9345 9346 9347 9348 9349 9350 9351 9352 9353 9354 9355 9356 9357 9358 9359 9360 9361 9362 9363 9364 9365 9366 9367 9368 9369 9370 9371 9372 9373 9374 9375 9376 9377 9378 9379 9380 9381 9382 9383 9384 9385 9386 9387 9388 9389 9390 9391 9392 9393 9394 9395 9396 9397 9398 9399 9400 9401 9402 9403 9404 9405 9406 9407 9408 9409 9410 9411 9412 9413 9414 9415 9416 9417 9418 9419 9420 9421 9422 9423 9424 9425 9426 9427 9428 9429 9430 9431 9432 9433 9434 9435 9436 9437 9438 9439 9440 9441 9442 9443 9444 9445 9446 9447 9448 9449 9450 9451 9452 9453 9454 9455 9456 9457 9458 9459 9460 9461 9462 9463 9464 9465 9466 9467 9468 9469 9470 9471 9472 9473 9474 9475 9476 9477 9478 9479 9480 9481 9482 9483 9484 9485 9486 9487 9488 9489 9490 9491 9492 9493 9494 9495 9496 9497 9498 9499 9500 9501 9502 9503 9504 9505 9506 9507 9508 9509 9510 9511 9512 9513 9514 9515 9516 9517 9518 9519 9520 9521 9522 9523 9524 9525 9526 9527 9528 9529 9530 9531 9532 9533 9534 9535 9536 9537 9538 9539 9540 9541 9542 9543 9544 9545 9546 9547 9548 9549 9550 9551 9552 9553 9554 9555 9556 9557 9558 9559 9560 9561 9562 9563 9564 9565 9566 9567 9568 9569 9570 9571 9572 9573 9574 9575 9576 9577 9578 9579 9580 9581 9582 9583 9584 9585 9586 9587 9588 9589 9590 9591 9592 9593 9594 9595 9596 9597 9598 9599 9600 9601 9602 9603 9604 9605 9606 9607 9608 9609 9610 9611 9612 9613 9614 9615 9616 9617 9618 9619 9620 9621 9622 9623 9624 9625 9626 9627 9628 9629 9630 9631 9632 9633 9634 9635 9636 9637 9638 9639 9640 9641 9642 9643 9644 9645 9646 9647 9648 9649 9650 9651 9652 9653 9654 9655 9656 9657 9658 9659 9660 9661 9662 9663 9664 9665 9666 9667 9668 9669 9670 9671 9672 9673 9674 9675 9676 9677 9678 9679 9680 9681 9682 9683 9684 9685 9686 9687 9688 9689 9690 9691 9692 9693 9694 9695 9696 9697 9698 9699 9700 9701 9702 9703 9704 9705 9706 9707 9708 9709 9710 9711 9712 9713 9714 9715 9716 9717 9718 9719 9720 9721 9722 9723 9724 9725 9726 9727 9728 9729 9730 9731 9732 9733 9734 9735 9736 9737 9738 9739 9740 9741 9742 9743 9744 9745 9746 9747 9748 9749 9750 9751 9752 9753 9754 9755 9756 9757 9758 9759 9760 9761 9762 9763 9764 9765 9766 9767 9768 9769 9770 9771 9772 9773 9774 9775 9776 9777 9778 9779 9780 9781 9782 9783 9784 9785 9786 9787 9788 9789 9790 9791 9792 9793 9794 9795 9796 9797 9798 9799 9800 9801 9802 9803 9804 9805 9806 9807 9808 9809 9810 9811 9812 9813 9814 9815 9816 9817 9818 9819 9820 9821 9822 9823 9824 9825 9826 9827 9828 9829 9830 9831 9832 9833 9834 9835 9836 9837 9838 9839 9840 9841 9842 9843 9844 9845 9846 9847 9848 9849 9850 9851 9852 9853 9854 9855 9856 9857 9858 9859 9860 9861 9862 9863 9864 9865 9866 9867 9868 9869 9870 9871 9872 9873 9874 9875 9876 9877 9878 9879 9880 9881 9882 9883 9884 9885 9886 9887 9888 9889 9890 9891 9892 9893 9894 9895 9896 9897 9898 9899 9900 9901 9902 9903 9904 9905 9906 9907 9908 9909 9910 9911 9912 9913 9914 9915 9916 9917 9918 9919 9920 9921 9922 9923 9924 9925 9926 9927 9928 9929 9930 9931 9932 9933 9934 9935 9936 9937 9938 9939 9940 9941 9942 9943 9944 9945 9946 9947 9948 9949 9950 9951 9952 9953 9954 9955 9956 9957 9958 9959 9960 9961 9962 9963 9964 9965 9966 9967 9968 9969 9970 9971 9972 9973 9974 9975 9976 9977 9978 9979 9980 9981 9982 9983 9984 9985 9986 9987 9988 9989 9990 9991 9992 9993 9994 9995 9996 9997 9998 9999 10000 10001 10002 10003 10004 10005 10006 10007 10008 10009 10010 10011 10012 10013 10014 10015 10016 10017 10018 10019 10020 10021 10022 10023 10024 10025 10026 10027 10028 10029 10030 10031 10032 10033 10034 10035 10036 10037 10038 10039 10040 10041 10042 10043 10044 10045 10046 10047 10048 10049 10050 10051 10052 10053 10054 10055 10056 10057 10058 10059 10060 10061 10062 10063 10064 10065 10066 10067 10068 10069 10070 10071 10072 10073 10074 10075 10076 10077 10078 10079 10080 10081 10082 10083 10084 10085 10086 10087 10088 10089 10090 10091 10092 10093 10094 10095 10096 10097 10098 10099 10100 10101 10102 10103 10104 10105 10106 10107 10108 10109 10110 10111 10112 10113 10114 10115 10116 10117 10118 10119 10120 10121 10122 10123 10124 10125 10126 10127 10128 10129 10130 10131 10132 10133 10134 10135 10136 10137 10138 10139 10140 10141 10142 10143 10144 10145 10146 10147 10148 10149 10150 10151 10152 10153 10154 10155 10156 10157 10158 10159 10160 10161 10162 10163 10164 10165 10166 10167 10168 10169 10170 10171 10172 10173 10174 10175 10176 10177 10178 10179 10180 10181 10182 10183 10184 10185 10186 10187 10188 10189 10190 10191 10192 10193 10194 10195 10196 10197 10198 10199 10200 10201 10202 10203 10204 10205 10206 10207 10208 10209 10210 10211 10212 10213 10214 10215 10216 10217 10218 10219 10220 10221 10222 10223 10224 10225 10226 10227 10228 10229 10230 10231 10232 10233 10234 10235 10236 10237 10238 10239 10240 10241 10242 10243 10244 10245 10246 10247 10248 10249 10250 10251 10252 10253 10254 10255 10256 10257 10258 10259 10260 10261 10262 10263 10264 10265 10266 10267 10268 10269 10270 10271 10272 10273 10274 10275 10276 10277 10278 10279 10280 10281 10282 10283 10284 10285 10286 10287 10288 10289 10290 10291 10292 10293 10294 10295 10296 10297 10298 10299 10300 10301 10302 10303 10304 10305 10306 10307 10308 10309 10310 10311 10312 10313 10314 10315 10316 10317 10318 10319 10320 10321 10322 10323 10324 10325 10326 10327 10328 10329 10330 10331 10332 10333 10334 10335 10336 10337 10338 10339 10340 10341 10342 10343 10344 10345 10346 10347 10348 10349 10350 10351 10352 10353 10354 10355 10356 10357 10358 10359 10360 10361 10362 10363 10364 10365 10366 10367 10368 10369 10370 10371 10372 10373 10374 10375 10376 10377 10378 10379 10380 10381 10382 10383 10384 10385 10386 10387 10388 10389 10390 10391 10392 10393 10394 10395 10396 10397 10398 10399 10400 10401 10402 10403 10404 10405 10406 10407 10408 10409 10410 10411 10412 10413 10414 10415 10416 10417 10418 10419 10420 10421 10422 10423 10424 10425 10426 10427 10428 10429 10430 10431 10432 10433 10434 10435 10436 10437 10438 10439 10440 10441 10442 10443 10444 10445 10446 10447 10448 10449 10450 10451 10452 10453 10454 10455 10456 10457 10458 10459 10460 10461 10462 10463 10464 10465 10466 10467 10468 10469 10470 10471 10472 10473 10474 10475 10476 10477 10478 10479 10480 10481 10482 10483 10484 10485 10486 10487 10488 10489 10490 10491 10492 10493 10494 10495 10496 10497 10498 10499 10500 10501 10502 10503 10504 10505 10506 10507 10508 10509 10510 10511 10512 10513 10514 10515 10516 10517 10518 10519 10520 10521 10522 10523 10524 10525 10526 10527 10528 10529 10530 10531 10532 10533 10534 10535 10536 10537 10538 10539 10540 10541 10542 10543 10544 10545 10546 10547 10548 10549 10550 10551 10552 10553 10554 10555 10556 10557 10558 10559 10560 10561 10562 10563 10564 10565 10566 10567 10568 10569 10570 10571 10572 10573 10574 10575 10576 10577 10578 10579 10580 10581 10582 10583 10584 10585 10586 10587 10588 10589 10590 10591 10592 10593 10594 10595 10596 10597 10598 10599 10600 10601 10602 10603 10604 10605 10606 10607 10608 10609 10610 10611 10612 10613 10614 10615 10616 10617 10618 10619 10620 10621 10622 10623 10624 10625 10626 10627 10628 10629 10630 10631 10632 10633 10634 10635 10636 10637 10638 10639 10640 10641 10642 10643 10644 10645 10646 10647 10648 10649 10650 10651 10652 10653 10654 10655 10656 10657 10658 10659 10660 10661 10662 10663 10664 10665 10666 10667 10668 10669 10670 10671 10672 10673 10674 10675 10676 10677 10678 10679 10680 10681 10682 10683 10684 10685 10686 10687 10688 10689 10690 10691 10692 10693 10694 10695 10696 10697 10698 10699 10700 10701 10702 10703 10704 10705 10706 10707 10708 10709 10710 10711 10712 10713 10714 10715 10716 10717 10718 10719 10720 10721 10722 10723 10724 10725 10726 10727 10728 10729 10730 10731 10732 10733 10734 10735 10736 10737 10738 10739 10740 10741 10742 10743 10744 10745 10746 10747 10748 10749 10750 10751 10752 10753 10754 10755 10756 10757 10758 10759 10760 10761 10762 10763 10764 10765 10766 10767 10768 10769 10770 10771 10772 10773 10774 10775 10776 10777 10778 10779 10780 10781 10782 10783 10784 10785 10786 10787 10788 10789 10790 10791 10792 10793 10794 10795 10796 10797 10798 10799 10800 10801 10802 10803 10804 10805 10806 10807 10808 10809 10810 10811 10812 10813 10814 10815 10816 10817 10818 10819 10820 10821 10822 10823 10824 10825 10826 10827 10828 10829 10830 10831 10832 10833 10834 10835 10836 10837 10838 10839 10840 10841 10842 10843 10844 10845 10846 10847 10848 10849 10850 10851 10852 10853 10854 10855 10856 10857 10858 10859 10860 10861 10862 10863 10864 10865 10866 10867 10868 10869 10870 10871 10872 10873 10874 10875 10876 10877 10878 10879 10880 10881 10882 10883 10884 10885 10886 10887 10888 10889 10890 10891 10892 10893 10894 10895 10896 10897 10898 10899 10900 10901 10902 10903 10904 10905 10906 10907 10908 10909 10910 10911 10912 10913 10914 10915 10916 10917 10918 10919 10920 10921 10922 10923 10924 10925 10926 10927 10928 10929 10930 10931 10932 10933 10934 10935 10936 10937 10938 10939 10940 10941 10942 10943 10944 10945 10946 10947 10948 10949 10950 10951 10952 10953 10954 10955 10956 10957 10958 10959 10960 10961 10962 10963 10964 10965 10966 10967 10968 10969 10970 10971 10972 10973 10974 10975 10976 10977 10978 10979 10980 10981 10982 10983 10984 10985 10986 10987 10988 10989 10990 10991 10992 10993 10994 10995 10996 10997 10998 10999 11000 11001 11002 11003 11004 11005 11006 11007 11008 11009 11010 11011 11012 11013 11014 11015 11016 11017 11018 11019 11020 11021 11022 11023 11024 11025 11026 11027 11028 11029 11030 11031 11032 11033 11034 11035 11036 11037 11038 11039 11040 11041 11042 11043 11044 11045 11046 11047 11048 11049 11050 11051 11052 11053 11054 11055 11056 11057 11058 11059 11060 11061 11062 11063 11064 11065 11066 11067 11068 11069 11070 11071 11072 11073 11074 11075 11076 11077 11078 11079 11080 11081 11082 11083 11084 11085 11086 11087 11088 11089 11090 11091 11092 11093 11094 11095 11096 11097 11098 11099 11100 11101 11102 11103 11104 11105 11106 11107 11108 11109 11110 11111 11112 11113 11114 11115 11116 11117 11118 11119 11120 11121 11122 11123 11124 11125 11126 11127 11128 11129 11130 11131 11132 11133 11134 11135 11136 11137 11138 11139 11140 11141 11142 11143 11144 11145 11146 11147 11148 11149 11150 11151 11152 11153 11154 11155 11156 11157 11158 11159 11160 11161 11162 11163 11164 11165 11166 11167 11168 11169 11170 11171 11172 11173 11174 11175 11176 11177 11178 11179 11180 11181 11182 11183 11184 11185 11186 11187 11188 11189 11190 11191 11192 11193 11194 11195 11196 11197 11198 11199 11200 11201 11202 11203 11204 11205 11206 11207 11208 11209 11210 11211 11212 11213 11214 11215 11216 11217 11218 11219 11220 11221 11222 11223 11224 11225 11226 11227 11228 11229 11230 11231 11232 11233 11234 11235 11236 11237 11238 11239 11240 11241 11242 11243 11244 11245 11246 11247 11248 11249 11250 11251 11252 11253 11254 11255 11256 11257 11258 11259 11260 11261 11262 11263 11264 11265 11266 11267 11268 11269 11270 11271 11272 11273 11274 11275 11276 11277 11278 11279 11280 11281 11282 11283 11284 11285 11286 11287 11288 11289 11290 11291 11292 11293 11294 11295 11296 11297 11298 11299 11300 11301 11302 11303 11304 11305 11306 11307 11308 11309 11310 11311 11312 11313 11314 11315 11316 11317 11318 11319 11320 11321 11322 11323 11324 11325 11326 11327 11328 11329 11330 11331 11332 11333 11334 11335 11336 11337 11338 11339 11340 11341 11342 11343 11344 11345 11346 11347 11348 11349 11350 11351 11352 11353 11354 11355 11356 11357 11358 11359 11360 11361 11362 11363 11364 11365 11366 11367 11368 11369 11370 11371 11372 11373 11374 11375 11376 11377 11378 11379 11380 11381 11382 11383 11384 11385 11386 11387 11388 11389 11390 11391 11392 11393 11394 11395 11396 11397 11398 11399 11400 11401 11402 11403 11404 11405 11406 11407 11408 11409 11410 11411 11412 11413 11414 11415 11416 11417 11418 11419 11420 11421 11422 11423 11424 11425 11426 11427 11428 11429 11430 11431 11432 11433 11434 11435 11436 11437 11438 11439 11440 11441 11442 11443 11444 11445 11446 11447 11448 11449 11450 11451 11452 11453 11454 11455 11456 11457 11458 11459 11460 11461 11462 11463 11464 11465 11466 11467 11468 11469 11470 11471 11472 11473 11474 11475 11476 11477 11478 11479 11480 11481 11482 11483 11484 11485 11486 11487 11488 11489 11490 11491 11492 11493 11494 11495 11496 11497 11498 11499 11500 11501 11502 11503 11504 11505 11506 11507 11508 11509 11510 11511 11512 11513 11514 11515 11516 11517 11518 11519 11520 11521 11522 11523 11524 11525 11526 11527 11528 11529 11530 11531 11532 11533 11534 11535 11536 11537 11538 11539 11540 11541 11542 11543 11544 11545 11546 11547 11548 11549 11550 11551 11552 11553 11554 11555 11556 11557 11558 11559 11560 11561 11562 11563 11564 11565 11566 11567 11568 11569 11570 11571 11572 11573 11574 11575 11576 11577 11578 11579 11580 11581 11582 11583 11584 11585 11586 11587 11588 11589 11590 11591 11592 11593 11594 11595 11596 11597 11598 11599 11600 11601 11602 11603 11604 11605 11606 11607 11608 11609 11610 11611 11612 11613 11614 11615 11616 11617 11618 11619 11620 11621 11622 11623 11624 11625 11626 11627 11628 11629 11630 11631 11632 11633 11634 11635 11636 11637 11638 11639 11640 11641 11642 11643 11644 11645 11646 11647 11648 11649 11650 11651 11652 11653 11654 11655 11656 11657 11658 11659 11660 11661 11662 11663 11664 11665 11666 11667 11668 11669 11670 11671 11672 11673 11674 11675 11676 11677 11678 11679 11680 11681 11682 11683 11684 11685 11686 11687 11688 11689 11690 11691 11692 11693 11694 11695 11696 11697 11698 11699 11700 11701 11702 11703 11704 11705 11706 11707 11708 11709 11710 11711 11712 11713 11714 11715 11716 11717 11718 11719 11720 11721 11722 11723 11724 11725 11726 11727 11728 11729 11730 11731 11732 11733 11734 11735 11736 11737 11738 11739 11740 11741 11742 11743 11744 11745 11746 11747 11748 11749 11750 11751 11752 11753 11754 11755 11756 11757 11758 11759 11760 11761 11762 11763 11764 11765 11766 11767 11768 11769 11770 11771 11772 11773 11774 11775
<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>peak_picking</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>

<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#login_widget {
  float: right;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  display: none;
}
.command-shortcut:before {
  content: "(command)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11776
<div class="prompt input_prompt">In&nbsp;[2]:</div>
11777 11778 11779 11780 11781 11782 11783 11784 11785 11786 11787 11788 11789 11790 11791 11792 11793 11794 11795 11796 11797 11798 11799 11800 11801 11802 11803 11804 11805 11806 11807 11808 11809 11810 11811 11812 11813 11814 11815 11816 11817 11818 11819 11820 11821 11822 11823 11824 11825 11826 11827
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">import</span> <span class="nn">seaborn</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="kn">as</span> <span class="nn">plt</span><span class="o">,</span> <span class="nn">IPython.display</span> <span class="kn">as</span> <span class="nn">ipd</span><span class="o">,</span> <span class="nn">numpy</span>
<span class="kn">import</span> <span class="nn">librosa</span><span class="o">,</span> <span class="nn">librosa.display</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">13</span><span class="p">,</span> <span class="mi">5</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Peak-Picking">Peak Picking<a class="anchor-link" href="#Peak-Picking">&#194;&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Peak picking is the act of locating peaks in a signal. For example, in onset detection, we may want to find peaks in a novelty function. These peaks would correspond to the musical onsets.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Let's load an example audio file.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11828
<div class="prompt input_prompt">In&nbsp;[3]:</div>
11829 11830 11831 11832 11833 11834 11835 11836 11837 11838 11839 11840 11841 11842
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">filename</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">util</span><span class="o">.</span><span class="n">example_audio_file</span><span class="p">()</span>
<span class="n">T</span> <span class="o">=</span> <span class="mi">7</span>
<span class="n">x</span><span class="p">,</span> <span class="n">sr</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="n">T</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11843
<div class="prompt input_prompt">In&nbsp;[4]:</div>
11844 11845 11846 11847 11848 11849 11850 11851 11852 11853 11854 11855 11856 11857 11858 11859 11860 11861 11862 11863 11864 11865 11866 11867 11868 11869 11870 11871 11872 11873 11874 11875 11876 11877 11878 11879 11880 11881 11882
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">x</span><span class="o">.</span><span class="n">shape</span><span class="p">,</span> <span class="n">sr</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>(154350,) 22050
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Listen to the audio file:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11883
<div class="prompt input_prompt">In&nbsp;[5]:</div>
11884 11885 11886 11887 11888 11889 11890 11891 11892 11893 11894 11895 11896 11897 11898
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">ipd</span><span class="o">.</span><span class="n">Audio</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">sr</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
11899
<div class="prompt output_prompt">Out[5]:</div>
11900 11901 11902 11903 11904 11905 11906 11907 11908 11909 11910 11911 11912 11913 11914 11915 11916 11917 11918 11919 11920 11921 11922 11923 11924 11925 11926 11927 11928



<div class="output_html rendered_html output_subarea output_execute_result">

                <audio controls="controls" >
                    <source src="data:audio/wav;base64,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" type="audio/wav" />
                    Your browser does not support the audio element.
                </audio>
              
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Plot the signal:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
11929
<div class="prompt input_prompt">In&nbsp;[6]:</div>
11930 11931 11932 11933 11934 11935 11936 11937 11938 11939 11940 11941 11942 11943 11944
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">waveplot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
11945
<div class="prompt output_prompt">Out[6]:</div>
11946 11947 11948 11949 11950




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
11951
<pre>&lt;matplotlib.collections.PolyCollection at 0x119e2d810&gt;</pre>
11952 11953 11954 11955 11956 11957 11958 11959 11960 11961 11962 11963 11964
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAwEAAAE8CAYAAACYZL1PAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz
Steve Tjoa's avatar
Steve Tjoa committed
11965 11966 11967 11968 11969 11970 11971 11972 11973 11974 11975 11976 11977 11978 11979 11980 11981 11982 11983 11984 11985 11986 11987 11988 11989 11990 11991 11992 11993 11994 11995 11996 11997 11998 11999 12000 12001 12002 12003 12004 12005 12006 12007 12008 12009 12010 12011 12012 12013 12014 12015 12016 12017 12018 12019 12020 12021 12022 12023 12024 12025 12026 12027 12028 12029 12030 12031 12032 12033 12034 12035 12036 12037 12038 12039 12040 12041 12042 12043 12044 12045 12046 12047 12048 12049 12050 12051 12052 12053 12054 12055 12056 12057 12058 12059 12060 12061 12062 12063 12064 12065 12066 12067 12068 12069 12070 12071 12072 12073 12074 12075 12076 12077 12078 12079 12080 12081 12082 12083 12084 12085 12086 12087 12088 12089 12090 12091 12092 12093 12094 12095 12096 12097 12098 12099 12100 12101 12102 12103 12104 12105 12106 12107 12108 12109 12110 12111 12112 12113 12114 12115 12116 12117 12118 12119 12120 12121 12122 12123 12124 12125 12126 12127 12128 12129 12130 12131 12132 12133 12134 12135 12136 12137 12138 12139 12140 12141 12142 12143 12144 12145 12146 12147 12148 12149 12150 12151 12152 12153 12154 12155 12156 12157 12158 12159 12160 12161 12162 12163 12164 12165 12166 12167 12168 12169 12170 12171 12172 12173 12174 12175 12176 12177 12178 12179 12180 12181 12182 12183 12184 12185 12186 12187 12188 12189 12190 12191 12192 12193 12194 12195 12196 12197 12198 12199 12200 12201 12202 12203 12204 12205 12206 12207 12208 12209 12210 12211 12212 12213 12214 12215 12216 12217 12218 12219 12220 12221 12222 12223 12224 12225 12226 12227 12228 12229 12230 12231 12232 12233 12234 12235 12236 12237 12238 12239 12240 12241 12242 12243 12244 12245 12246 12247 12248 12249 12250 12251 12252 12253 12254 12255 12256 12257 12258 12259 12260 12261 12262 12263 12264 12265 12266 12267 12268 12269 12270 12271 12272 12273 12274 12275 12276 12277 12278 12279 12280 12281 12282 12283 12284 12285 12286 12287 12288 12289 12290 12291 12292 12293 12294 12295 12296 12297 12298 12299 12300 12301 12302 12303 12304 12305 12306 12307 12308 12309 12310 12311 12312 12313 12314 12315 12316 12317 12318 12319 12320 12321 12322 12323 12324 12325 12326 12327 12328 12329 12330 12331 12332 12333 12334 12335 12336 12337 12338 12339 12340 12341 12342 12343 12344 12345 12346 12347 12348 12349 12350 12351 12352 12353 12354 12355 12356 12357 12358 12359 12360 12361 12362 12363 12364 12365 12366 12367 12368 12369 12370 12371 12372 12373 12374 12375 12376 12377 12378 12379 12380 12381 12382 12383 12384 12385 12386 12387 12388 12389 12390 12391 12392 12393 12394 12395 12396 12397 12398 12399 12400 12401 12402 12403 12404 12405 12406 12407 12408 12409 12410 12411 12412 12413 12414 12415 12416 12417 12418 12419 12420 12421 12422 12423 12424 12425 12426 12427 12428 12429 12430 12431 12432 12433 12434 12435 12436 12437 12438 12439 12440 12441 12442 12443 12444 12445 12446 12447 12448 12449 12450 12451 12452 12453 12454 12455 12456 12457 12458 12459 12460 12461 12462 12463 12464 12465 12466 12467 12468 12469 12470 12471 12472 12473 12474 12475 12476 12477 12478 12479 12480 12481 12482 12483 12484 12485 12486 12487 12488 12489 12490 12491 12492 12493 12494 12495 12496 12497 12498 12499 12500 12501 12502 12503 12504 12505 12506 12507 12508 12509 12510 12511 12512 12513 12514 12515 12516 12517 12518 12519 12520 12521 12522 12523 12524 12525 12526 12527 12528 12529 12530 12531 12532 12533 12534 12535 12536 12537 12538 12539 12540 12541 12542 12543 12544 12545 12546 12547 12548 12549 12550 12551 12552 12553 12554 12555 12556 12557 12558 12559 12560 12561 12562 12563 12564 12565 12566 12567 12568 12569 12570 12571 12572 12573 12574 12575 12576 12577 12578 12579 12580 12581 12582 12583 12584 12585 12586 12587 12588 12589 12590 12591 12592 12593 12594 12595 12596 12597 12598 12599 12600 12601 12602 12603 12604 12605 12606 12607 12608 12609 12610 12611 12612 12613 12614 12615 12616 12617 12618 12619 12620 12621 12622 12623 12624 12625 12626 12627 12628 12629 12630 12631 12632 12633 12634 12635 12636 12637 12638 12639 12640 12641 12642 12643 12644 12645 12646 12647 12648 12649 12650 12651 12652 12653 12654 12655 12656 12657 12658 12659 12660 12661 12662 12663 12664 12665 12666 12667 12668 12669 12670 12671 12672 12673 12674 12675 12676 12677 12678 12679 12680 12681 12682 12683 12684 12685 12686 12687 12688 12689 12690 12691 12692 12693 12694 12695 12696 12697 12698 12699 12700 12701 12702 12703 12704 12705 12706 12707 12708 12709 12710 12711 12712 12713 12714 12715 12716 12717 12718 12719 12720 12721 12722 12723 12724 12725 12726 12727 12728 12729 12730 12731 12732 12733 12734 12735 12736 12737 12738 12739 12740 12741 12742 12743 12744 12745 12746 12747 12748 12749 12750 12751 12752 12753 12754 12755 12756 12757 12758 12759 12760 12761 12762 12763 12764 12765 12766 12767 12768 12769 12770 12771 12772 12773 12774 12775 12776 12777 12778 12779 12780 12781 12782 12783 12784 12785 12786 12787 12788 12789 12790 12791 12792 12793 12794 12795 12796 12797 12798 12799 12800 12801 12802 12803 12804 12805 12806 12807 12808 12809 12810 12811 12812 12813 12814 12815 12816 12817 12818 12819 12820 12821 12822 12823 12824 12825 12826 12827 12828 12829 12830 12831 12832 12833 12834 12835 12836 12837 12838 12839 12840 12841 12842 12843 12844 12845 12846 12847 12848 12849 12850 12851 12852 12853 12854 12855 12856 12857 12858 12859 12860 12861 12862 12863 12864 12865 12866 12867 12868 12869 12870 12871 12872 12873 12874 12875 12876 12877 12878 12879 12880 12881 12882 12883 12884 12885 12886 12887 12888 12889 12890 12891 12892 12893 12894 12895 12896 12897 12898 12899 12900 12901 12902 12903 12904 12905 12906 12907 12908 12909 12910 12911 12912 12913 12914 12915 12916 12917 12918 12919 12920 12921 12922 12923 12924 12925 12926 12927 12928 12929 12930 12931 12932 12933 12934 12935 12936 12937 12938 12939 12940 12941 12942 12943 12944 12945 12946 12947 12948 12949 12950 12951 12952 12953 12954 12955 12956 12957 12958 12959 12960 12961 12962 12963 12964 12965 12966 12967 12968 12969 12970 12971 12972 12973 12974 12975 12976 12977 12978 12979 12980 12981 12982 12983 12984 12985 12986 12987 12988 12989 12990 12991 12992 12993 12994 12995 12996 12997 12998 12999 13000 13001 13002 13003 13004 13005 13006 13007 13008 13009 13010 13011 13012 13013 13014 13015 13016 13017 13018 13019 13020 13021 13022 13023 13024 13025 13026 13027 13028 13029 13030 13031 13032 13033 13034 13035 13036 13037 13038 13039 13040 13041 13042 13043 13044 13045 13046 13047 13048 13049 13050 13051 13052 13053 13054 13055 13056 13057 13058 13059 13060 13061 13062 13063 13064 13065 13066 13067 13068 13069 13070 13071 13072 13073 13074 13075 13076 13077 13078 13079 13080 13081 13082 13083 13084 13085 13086 13087 13088 13089 13090 13091 13092 13093 13094 13095 13096 13097 13098 13099 13100 13101 13102 13103 13104 13105 13106 13107 13108 13109 13110 13111 13112 13113 13114 13115 13116 13117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13118 13119 13120 13121 13122 13123 13124 13125 13126 13127 13128 13129 13130 13131 13132 13133 13134 13135 13136 13137 13138
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Compute an onset envelope:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
13139
<div class="prompt input_prompt">In&nbsp;[7]:</div>
13140 13141 13142 13143 13144 13145 13146 13147 13148 13149 13150 13151
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">onset_envelope</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">onset</span><span class="o">.</span><span class="n">onset_strength</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">sr</span><span class="p">,</span> <span class="n">hop_length</span><span class="o">=</span><span class="mi">256</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
13152
<div class="prompt input_prompt">In&nbsp;[8]:</div>
13153 13154 13155 13156 13157 13158 13159 13160 13161 13162 13163 13164 13165 13166 13167
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">onset_envelope</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
13168
<div class="prompt output_prompt">Out[8]:</div>
13169 13170 13171 13172 13173 13174 13175 13176 13177 13178 13179 13180 13181




<div class="output_text output_subarea output_execute_result">
<pre>(603,)</pre>
</div>

</div>

</div>
</div>

Steve Tjoa's avatar
Steve Tjoa committed
13182 13183 13184 13185 13186 13187 13188 13189 13190
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Generate a time variable:</p>

</div>
</div>
13191 13192 13193
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
13194
<div class="prompt input_prompt">In&nbsp;[9]:</div>
13195 13196 13197 13198 13199 13200 13201 13202 13203
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">t</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">T</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">onset_envelope</span><span class="p">),</span> <span class="n">endpoint</span><span class="o">=</span><span class="bp">False</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

Steve Tjoa's avatar
Steve Tjoa committed
13204 13205 13206 13207 13208 13209 13210 13211 13212
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Plot the onset envelope:</p>

</div>
</div>
13213 13214 13215
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
13216
<div class="prompt input_prompt">In&nbsp;[10]:</div>
13217 13218 13219 13220 13221 13222 13223 13224 13225 13226 13227 13228 13229 13230 13231 13232 13233 13234
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">onset_envelope</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Time (sec)&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">T</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
13235
<div class="prompt output_prompt">Out[10]:</div>
13236 13237 13238 13239 13240 13241 13242 13243 13244 13245 13246 13247 13248 13249 13250 13251 13252 13253 13254




<div class="output_text output_subarea output_execute_result">
<pre>(0, 7.0296167607626998)</pre>
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAvMAAAE+CAYAAAAAm58gAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz
Steve Tjoa's avatar
Steve Tjoa committed
13255 13256 13257 13258 13259 13260 13261 13262 13263 13264 13265 13266 13267 13268 13269 13270 13271 13272 13273 13274 13275 13276 13277 13278 13279 13280 13281 13282 13283 13284 13285 13286 13287 13288 13289 13290 13291 13292 13293 13294 13295 13296 13297 13298 13299 13300 13301 13302 13303 13304 13305 13306 13307 13308 13309 13310 13311 13312 13313 13314 13315 13316 13317 13318 13319 13320 13321 13322 13323 13324 13325 13326 13327 13328 13329 13330 13331 13332 13333 13334 13335 13336 13337 13338 13339 13340 13341 13342 13343 13344 13345 13346 13347 13348 13349 13350 13351 13352 13353 13354 13355 13356 13357 13358 13359 13360 13361 13362 13363 13364 13365 13366 13367 13368 13369 13370 13371 13372 13373 13374 13375 13376 13377 13378 13379 13380 13381 13382 13383 13384 13385 13386 13387 13388 13389 13390 13391 13392 13393 13394 13395 13396 13397 13398 13399 13400 13401 13402 13403 13404 13405 13406 13407 13408 13409 13410 13411 13412 13413 13414 13415 13416 13417 13418 13419 13420 13421 13422 13423 13424 13425 13426 13427 13428 13429 13430 13431 13432 13433 13434 13435 13436 13437 13438 13439 13440 13441 13442 13443 13444 13445 13446 13447 13448 13449 13450 13451 13452 13453 13454 13455 13456 13457 13458 13459 13460 13461 13462 13463 13464 13465 13466 13467 13468 13469 13470 13471 13472 13473 13474 13475 13476 13477 13478 13479 13480 13481 13482 13483 13484 13485 13486 13487 13488 13489 13490 13491 13492 13493 13494 13495 13496 13497 13498 13499 13500 13501 13502 13503 13504 13505 13506 13507 13508 13509 13510 13511 13512 13513 13514 13515 13516 13517 13518 13519 13520 13521 13522 13523 13524 13525 13526 13527 13528 13529 13530 13531 13532 13533 13534 13535 13536 13537 13538 13539 13540 13541 13542 13543 13544 13545 13546 13547 13548 13549 13550 13551 13552 13553 13554 13555 13556 13557 13558 13559 13560 13561 13562 13563 13564 13565 13566 13567 13568 13569 13570 13571 13572 13573 13574 13575 13576 13577 13578 13579 13580 13581 13582 13583 13584 13585 13586 13587 13588 13589 13590 13591 13592 13593 13594 13595 13596 13597 13598 13599 13600 13601 13602 13603 13604 13605 13606 13607 13608 13609 13610 13611 13612 13613 13614 13615 13616 13617 13618 13619 13620 13621 13622 13623 13624 13625 13626 13627 13628 13629 13630 13631 13632 13633 13634 13635 13636 13637 13638 13639 13640 13641 13642 13643 13644 13645 13646 13647 13648 13649 13650 13651 13652 13653 13654 13655 13656 13657 13658 13659 13660 13661 13662 13663 13664 13665 13666 13667 13668 13669 13670 13671 13672 13673 13674 13675 13676 13677 13678 13679 13680 13681 13682 13683 13684 13685 13686 13687 13688 13689 13690 13691 13692 13693 13694 13695 13696 13697 13698 13699 13700 13701 13702 13703 13704 13705 13706 13707 13708 13709 13710 13711 13712 13713 13714 13715 13716 13717 13718 13719 13720 13721 13722 13723 13724 13725 13726 13727 13728 13729 13730 13731 13732 13733 13734 13735 13736 13737 13738 13739 13740 13741 13742 13743 13744 13745 13746 13747 13748 13749 13750 13751 13752 13753 13754 13755 13756 13757 13758 13759 13760 13761 13762 13763 13764 13765 13766 13767 13768 13769 13770 13771 13772 13773 13774 13775 13776 13777 13778 13779 13780 13781 13782 13783 13784 13785 13786 13787 13788 13789 13790 13791 13792 13793 13794 13795 13796 13797 13798 13799 13800 13801 13802 13803 13804 13805 13806 13807 13808 13809 13810 13811 13812 13813 13814 13815 13816 13817 13818 13819 13820 13821 13822 13823 13824 13825 13826 13827 13828 13829 13830 13831 13832 13833 13834 13835 13836 13837 13838 13839 13840 13841 13842 13843 13844 13845 13846 13847 13848 13849 13850 13851 13852 13853 13854 13855 13856 13857 13858 13859 13860 13861 13862 13863 13864 13865 13866 13867 13868 13869 13870 13871 13872 13873 13874 13875 13876 13877 13878 13879 13880 13881 13882 13883 13884 13885 13886 13887 13888 13889 13890 13891 13892 13893 13894 13895 13896 13897 13898 13899 13900 13901 13902 13903 13904 13905 13906 13907 13908 13909 13910 13911 13912 13913 13914 13915 13916 13917 13918 13919 13920 13921 13922 13923 13924 13925 13926 13927 13928 13929 13930 13931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13932 13933 13934 13935 13936 13937 13938 13939 13940 13941 13942 13943 13944 13945
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
13946
<p>In this onset strength envelope, we clearly see many peaks. Some correspond to onsets, and others don't. How do we create peak picker that will detect true peaks while avoiding unwanted spurious peaks?</p>
13947 13948 13949 13950 13951 13952 13953 13954

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
Steve Tjoa's avatar
Steve Tjoa committed
13955
<p><code>librosa.util</code> has a <a href="https://librosa.github.io/librosa/generated/librosa.util.peak_pick.html#librosa-util-peak-pick"><code>peak_pick</code></a> method. We can control the parameters based upon our signal. Let's see how it works:</p>
13956 13957 13958 13959 13960 13961 13962 13963 13964 13965 13966 13967 13968 13969 13970 13971 13972 13973 13974 13975 13976 13977 13978 13979 13980 13981 13982 13983 13984 13985 13986 13987 13988

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">

<pre><code>def peak_pick(x, pre_max, post_max, pre_avg, post_avg, delta, wait):
    '''Uses a flexible heuristic to pick peaks in a signal.

    A sample n is selected as a peak if the corresponding x[n]
    fulfills the following three conditions:

    1. `x[n] == max(x[n - pre_max:n + post_max])`
    2. `x[n] &gt;= mean(x[n - pre_avg:n + post_avg]) + delta`
    3. `n - previous_n &gt; wait`

    where `previous_n` is the last sample picked as a peak (greedily).</code></pre>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>This implementation is based on <a href="http://www.cp.jku.at/research/papers/Boeck_etal_ISMIR_2012.pdf">Boeck, Sebastian, Florian Krebs, and Markus Schedl. “Evaluating the Online Capabilities of Onset Detection Methods.” ISMIR. 2012.</a></p>

</div>
</div>
</div>
Steve Tjoa's avatar
Steve Tjoa committed
13989 13990
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
13991
<div class="inner_cell">
Steve Tjoa's avatar
Steve Tjoa committed
13992 13993
<div class="text_cell_render border-box-sizing rendered_html">
<p>Get the frame indices of the peaks:</p>
13994 13995 13996 13997 13998 13999

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
14000
<div class="prompt input_prompt">In&nbsp;[11]:</div>
14001 14002
<div class="inner_cell">
    <div class="input_area">
Steve Tjoa's avatar
Steve Tjoa committed
14003
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">onset_frames</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">util</span><span class="o">.</span><span class="n">peak_pick</span><span class="p">(</span><span class="n">onset_envelope</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
14004 14005 14006 14007 14008 14009 14010 14011 14012
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
14013
<div class="prompt input_prompt">In&nbsp;[12]:</div>
14014 14015 14016 14017 14018 14019 14020 14021 14022 14023 14024 14025 14026 14027 14028
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">onset_frames</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
14029
<div class="prompt output_prompt">Out[12]:</div>
14030 14031 14032 14033 14034




<div class="output_text output_subarea output_execute_result">
Steve Tjoa's avatar
Steve Tjoa committed
14035 14036 14037 14038
<pre>array([  9,  44,  94, 126, 144, 165, 204, 224, 253, 264, 283, 323, 352,
       412, 471, 522, 542, 571, 582, 601])</pre>
</div>

14039 14040
</div>

Steve Tjoa's avatar
Steve Tjoa committed
14041
</div>
14042 14043 14044
</div>

</div>
Steve Tjoa's avatar
Steve Tjoa committed
14045
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
14046
</div>
Steve Tjoa's avatar
Steve Tjoa committed
14047 14048 14049
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Plot the onset envelope along with the detected peaks:</p>
14050

Steve Tjoa's avatar
Steve Tjoa committed
14051 14052
</div>
</div>
14053 14054 14055
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
Steve Tjoa's avatar
Steve Tjoa committed
14056
<div class="prompt input_prompt">In&nbsp;[13]:</div>
14057 14058 14059 14060 14061 14062 14063 14064 14065 14066 14067 14068 14069 14070 14071 14072 14073 14074 14075
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">onset_envelope</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">vlines</span><span class="p">(</span><span class="n">t</span><span class="p">[</span><span class="n">onset_frames</span><span class="p">],</span> <span class="mi">0</span><span class="p">,</span> <span class="n">onset_envelope</span><span class="o">.</span><span class="n">max</span><span class="p">(),</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;r&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.7</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Time (sec)&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">T</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

Steve Tjoa's avatar
Steve Tjoa committed
14076
<div class="prompt output_prompt">Out[13]:</div>
14077 14078 14079 14080 14081 14082 14083 14084 14085 14086 14087 14088 14089 14090 14091 14092 14093 14094 14095




<div class="output_text output_subarea output_execute_result">
<pre>(0, 7.0296167607626998)</pre>
</div>

</div>

<div class="output_area">

<div class="prompt"></div>




<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAvMAAAE+CAYAAAAAm58gAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz
Steve Tjoa's avatar
Steve Tjoa committed
14096 14097 14098 14099 14100 14101 14102 14103 14104 14105 14106 14107 14108 14109 14110 14111 14112 14113 14114 14115 14116 14117 14118 14119 14120 14121 14122 14123 14124 14125 14126 14127 14128 14129 14130 14131 14132 14133 14134 14135 14136 14137 14138 14139 14140 14141 14142 14143 14144 14145 14146 14147 14148 14149 14150 14151 14152 14153 14154 14155 14156 14157 14158 14159 14160 14161 14162 14163 14164 14165 14166 14167 14168 14169 14170 14171 14172 14173 14174 14175 14176 14177 14178 14179 14180 14181 14182 14183 14184 14185 14186 14187 14188 14189 14190 14191 14192 14193 14194 14195 14196 14197 14198 14199 14200 14201 14202 14203 14204 14205 14206 14207 14208 14209 14210 14211 14212 14213 14214 14215 14216 14217 14218 14219 14220 14221 14222 14223 14224 14225 14226 14227 14228 14229 14230 14231 14232 14233 14234 14235 14236 14237 14238 14239 14240 14241 14242 14243 14244 14245 14246 14247 14248 14249 14250 14251 14252 14253 14254 14255 14256 14257 14258 14259 14260 14261 14262 14263 14264 14265 14266 14267 14268 14269 14270 14271 14272 14273 14274 14275 14276 14277 14278 14279 14280 14281 14282 14283 14284 14285 14286 14287 14288 14289 14290 14291 14292 14293 14294 14295 14296 14297 14298 14299 14300 14301 14302 14303 14304 14305 14306 14307 14308 14309 14310 14311 14312 14313 14314 14315 14316 14317 14318 14319 14320 14321 14322 14323 14324 14325 14326 14327 14328 14329 14330 14331 14332 14333 14334 14335 14336 14337 14338 14339 14340 14341 14342 14343 14344 14345 14346 14347 14348 14349 14350 14351 14352 14353 14354 14355 14356 14357 14358 14359 14360 14361 14362 14363 14364 14365 14366 14367 14368 14369 14370 14371 14372 14373 14374 14375 14376 14377 14378 14379 14380 14381 14382 14383 14384 14385 14386 14387 14388 14389 14390 14391 14392 14393 14394 14395 14396 14397 14398 14399 14400 14401 14402 14403 14404 14405 14406 14407 14408 14409 14410 14411 14412 14413 14414 14415 14416 14417 14418 14419 14420 14421 14422 14423 14424 14425 14426 14427 14428 14429 14430 14431 14432 14433 14434 14435 14436 14437 14438 14439 14440 14441 14442 14443 14444 14445 14446 14447 14448 14449 14450 14451 14452 14453 14454 14455 14456 14457 14458 14459 14460 14461 14462 14463 14464 14465 14466 14467 14468 14469 14470 14471 14472 14473 14474 14475 14476 14477 14478 14479 14480 14481 14482 14483 14484 14485 14486 14487 14488 14489 14490 14491 14492 14493 14494 14495 14496 14497 14498 14499 14500 14501 14502 14503 14504 14505 14506 14507 14508 14509 14510 14511 14512 14513 14514 14515 14516 14517 14518 14519 14520 14521 14522 14523 14524 14525 14526 14527 14528 14529 14530 14531 14532 14533 14534 14535 14536 14537 14538 14539 14540 14541 14542 14543 14544 14545 14546 14547 14548 14549 14550 14551 14552 14553 14554 14555 14556 14557 14558 14559 14560 14561 14562 14563 14564 14565 14566 14567 14568 14569 14570 14571 14572 14573 14574 14575 14576 14577 14578 14579 14580 14581 14582 14583 14584 14585 14586 14587 14588 14589 14590 14591 14592 14593 14594 14595 14596 14597 14598 14599 14600 14601 14602 14603 14604 14605 14606 14607 14608 14609 14610 14611 14612 14613 14614 14615 14616 14617 14618 14619 14620 14621 14622 14623 14624 14625 14626 14627 14628 14629 14630 14631 14632 14633 14634 14635 14636 14637 14638 14639 14640 14641 14642 14643 14644 14645 14646 14647 14648 14649 14650 14651 14652 14653 14654 14655 14656 14657 14658 14659 14660 14661 14662 14663 14664 14665 14666 14667 14668 14669 14670 14671 14672 14673 14674 14675 14676 14677 14678 14679 14680 14681 14682 14683 14684 14685 14686 14687 14688 14689 14690 14691 14692 14693 14694 14695 14696 14697 14698 14699 14700 14701 14702 14703 14704 14705 14706 14707 14708 14709 14710 14711 14712 14713 14714 14715 14716 14717 14718 14719 14720 14721 14722 14723 14724 14725 14726 14727 14728 14729 14730 14731 14732 14733 14734 14735 14736 14737 14738 14739 14740 14741 14742 14743 14744 14745 14746 14747 14748 14749 14750 14751 14752 14753 14754 14755 14756 14757 14758 14759 14760 14761 14762 14763 14764 14765 14766 14767 14768 14769 14770 14771 14772 14773 14774 14775 14776 14777 14778 14779 14780 14781 14782 14783 14784 14785 14786 14787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14788 14789 14790 14791 14792 14793 14794 14795 14796 14797 14798 14799 14800 14801 14802 14803 14804 14805 14806 14807 14808 14809 14810 14811 14812 14813 14814 14815 14816 14817 14818 14819 14820 14821 14822 14823
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Questions">Questions<a class="anchor-link" href="#Questions">&#194;&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Adjust the hop length from 512 to 256 or 1024. How does that affect the onset envelope, and consequently, the peak picking?</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Adjust the <code>peak_pick</code> parameters, <code>pre_max</code>, <code>post_max</code>, <code>pre_avg</code>, <code>post_avg</code>, <code>delta</code>, and <code>wait</code>. How do the detected peaks change?</p>

</div>
</div>
</div>
Steve Tjoa's avatar
Steve Tjoa committed
14824
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
14825 14826
</div>
<div class="inner_cell">
Steve Tjoa's avatar
Steve Tjoa committed
14827 14828
<div class="text_cell_render border-box-sizing rendered_html">
<p>Reverse the audio. (<code>x[::-1]</code> will retrieve every sample in reversed order.) Apply peak picking to the reversed audio. Does it detect the same peaks?</p>
14829 14830 14831 14832 14833 14834 14835 14836 14837 14838 14839 14840 14841 14842 14843 14844 14845 14846 14847 14848 14849

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

</div>
</div>
</div>
    </div>
  </div>
</body>

 


</html>