VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning
Paper • 2503.15438 • Published • 4
Datasets:
label int64 | aa_seq string | name string | ss8_seq string | ss3_seq string | foldseek_seq string | esm3_structure_seq string | plddt float64 | stru_token_20 string | stru_token_128 string | stru_token_512 string | stru_token_1024 string | stru_token_2048 string | stru_token_4096 string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | MSSSSPFMGYQLGEELAESVAQRYPNSTCTHIENIPPRSAHYLPWPAWTAPELQRELERRGIAQLYSHQAQAADLAWTGTNVVVATGTSSGKSLSYLLPILSAMSQDPQACALYLTPTKALGSDQLAHVMSLVGNVDTLTGVHPAPYDGDTPTDARAGIREQSRFVFSNPDMLHTGILPNHQRWARFFRHLRFIVIDECHSYRGVFGAGVALVIRRLLRLAARYGSTPTVMLASATSNDPAAHASTLIGQPVVAVTEDGAPTGARTVMLWEPGFVDGAEGENGAPIRRAASTESAGIMATLIAAGARTLTFVRSRRQAEV... | 100164_0_training | LLLLLTTHHHHHHHHHHHHHHHHLTTSEEEEEEEELLBLLLEELLLTTSLHHHHHHHHHTTLLSEEHHHHHHHHHHHTTLLEEEELLTTSLHHHHHHHHHHHHHHHLTTLEEEEELSLHHHHHHHHHHHHHHHTTLGGGTTLLEEELSTTSLTTHHHHHHHHLSEEEELHHHIIIIIGGGGGGGHHHHHTEEEEEETTGGGLLHHHHHHHHHHHHHHHHHHHHTTLLLEEEEEESLLSSHHHHHHHHHTSLLEEELLLLSLBLLEEEEEEELLEEEEEELTTSLEEELLHHHHHHHHHHHHHHTTLLEEEELSSHHHHHH... | CCCCCCCHHHHHHHHHHHHHHHHCCCCEEEEEEEECCECCCEECCCCCCCHHHHHHHHHCCCCCEEHHHHHHHHHHHCCCCEEEECCCCCCHHHHHHHHHHHHHHHCCCCEEEEECCCHHHHHHHHHHHHHHHCCCHHHCCCCEEECCCCCCCCHHHHHHHHCCEEEECHHHCCCCCHHHHHHHHHHHHCEEEEEECCHHHCCHHHHHHHHHHHHHHHHHHHHCCCCCEEEEEECCCCCHHHHHHHHHCCCCEEECCCCCCECCEEEEEEECCEEEEEECCCCCEEECCHHHHHHHHHHHHHHCCCCEEEECCCHHHHHH... | DPPPPLPQFQPLQVVLVVLLCVVCVQWDQQDKDKDAWDAFAFDAADPLFDPLLQVLVVVVVCPTAGPLLRVLLVCQLVQAAAEEAAAPPLPVLSSPVRSQQSVCLVDVLAAEEEAEPDPLQLVLSLVVVVVSLVRGPSSVQADEDEDEPPPDPVCVLVCLVRHRYYYYYLLCLLPPPLLPVVSNLSNLLNHAEYEYEQLLVLFFLLVLLSLLSLCLSQVSSVVSPDRHHYYYYHNAADPRQVSVCSSPVHGYHYDYDRSGIFAMEMETEIEAGFDPPDADPVRHTHGDALLLSLLVSLLSCVVVVFQEEEEDADQVSQVV... | [754, 3425, 76, 4084, 1412, 2193, 1195, 739, 1774, 1698, 1892, 3950, 2171, 947, 2617, 3112, 1099, 1450, 59, 3278, 3458, 264, 2109, 1779, 1800, 3605, 1986, 2527, 610, 2233, 2276, 3550, 481, 2239, 4084, 1161, 141, 407, 318, 742, 397, 3744, 332, 897, 3663, 3152, 3300, 41, 2647, 127, 264, 2230, 1874, 1598, 3101, 2213, 1472... | 0.91391 | [13, 13, 13, 13, 3, 3, 0, 0, 17, 17, 17, 17, 17, 17, 3, 4, 17, 11, 16, 16, 9, 3, 9, 4, 0, 6, 18, 18, 18, 18, 14, 2, 14, 2, 2, 2, 2, 12, 12, 12, 7, 7, 7, 7, 8, 8, 13, 4, 9, 9, 9, 9, 10, 9, 3, 16, 9, 11, 11, 16, 3, 3, 0, 8, 8, 8, 8, 4, 4, 4, 4, 17, 4, 4, 17, 17, 4, 4, 17, 17, 5, 5, 5, 17, 19, 19, 8, 4, 8, 4, 4, 17, 9, 9,... | [121, 98, 121, 121, 123, 28, 23, 71, 118, 43, 118, 96, 96, 96, 108, 46, 96, 90, 73, 18, 108, 72, 112, 14, 119, 6, 33, 79, 77, 79, 55, 77, 89, 50, 50, 99, 91, 64, 64, 29, 64, 64, 59, 61, 31, 47, 98, 9, 108, 14, 108, 108, 14, 108, 35, 39, 67, 72, 127, 35, 72, 125, 71, 31, 4, 4, 79, 101, 27, 107, 46, 101, 14, 14, 101, 101... | [222, 238, 466, 466, 129, 396, 235, 396, 379, 287, 20, 342, 344, 122, 321, 165, 50, 15, 26, 422, 274, 207, 146, 503, 510, 350, 57, 83, 205, 172, 119, 304, 277, 155, 304, 137, 441, 483, 483, 251, 483, 214, 412, 63, 362, 409, 238, 41, 56, 458, 56, 87, 272, 173, 13, 339, 502, 338, 511, 471, 207, 267, 34, 484, 99, 401, 395... | [962, 962, 948, 19, 19, 455, 455, 369, 710, 305, 366, 366, 265, 425, 703, 456, 425, 182, 537, 242, 480, 115, 257, 105, 14, 958, 266, 543, 558, 694, 654, 368, 302, 472, 368, 507, 738, 300, 523, 541, 300, 813, 9, 460, 87, 498, 357, 105, 149, 262, 149, 149, 544, 881, 422, 886, 85, 362, 362, 510, 115, 128, 295, 266, 2, 600... | [1809, 1809, 993, 993, 1867, 1582, 1672, 1672, 587, 1503, 1170, 1267, 597, 1247, 937, 2037, 1844, 1906, 1756, 1739, 491, 1900, 1634, 1692, 416, 1534, 1647, 1728, 220, 1194, 177, 1192, 810, 285, 1482, 1962, 726, 264, 1722, 1722, 264, 729, 1429, 1385, 35, 306, 1989, 875, 2027, 1961, 1165, 2027, 436, 449, 415, 1829, 1346,... | [105, 105, 105, 2432, 1056, 2389, 2943, 2943, 2481, 3824, 1897, 2821, 2216, 1326, 2903, 2862, 2549, 49, 581, 149, 624, 1196, 1943, 3066, 736, 1546, 2749, 1862, 2607, 2374, 2285, 349, 3881, 2350, 989, 2826, 2353, 2595, 433, 2734, 3277, 1155, 580, 758, 797, 2474, 1899, 799, 146, 3030, 1965, 2883, 3817, 292, 1002, 3206, 1... |
1 | VGPPEIEHVYRDSGLDLDGATETVVRGAVDHLHSNGTAHLLGSWVHKNGESVASRVAEWIPSHGVIAWFLQRDTVDPIQYVNTWLRDESIDPRSEIGFKRTLSWLDHFSRAKVEAVGFGYVAIQRVDDSIPSEVYFEELTHQVDDYLGDEIEEFFVRVDWLREKNRDGIAQSQFYLRPGVAKESVSVTDIDSGMGFTHLKYRITRTEGPRWSHEVDEHIVSVIAGLHPEGLTLEDVATLYAVSNGLDDESFVDAIIDPVVALVRHGILLPAEITKGW | 100440_1_training | LLLTTSLLSSTTLLTTSSHHHHHHHHHHHHHLLTTLEEEEEEEEEEETTSLHHHHHHTTSLSBSEEEEEEEEEEELHHHHHHHHHHHTTLLTTSHHHHHHHHHHHHHHHHTTEEEEEEEEEEEEELLTTSBLEEEEEELLSLLGGGHHHHHHHHHHHHHHHHHLLHHHHHTSLEEELTTEEEEEEEEELSTTLSLEEEEEEEEEESSTTLLEEEELHHHHHHHHHLLTTSLLHHHHHHHHHHHHTLLHHHHHHHHHHHHHHHHHTTSEEEHHHHTTL | CCCCCCCCCCCCCCCCCCHHHHHHHHHHHHHCCCCCEEEEEEEEEEECCCCHHHHHHCCCCCECEEEEEEEEEEECHHHHHHHHHHHCCCCCCCHHHHHHHHHHHHHHHHCCEEEEEEEEEEEEECCCCCECEEEEEECCCCCHHHHHHHHHHHHHHHHHHHHCCHHHHHCCCEEECCCEEEEEEEEECCCCCCCEEEEEEEEEECCCCCCEEEECHHHHHHHHHCCCCCCCHHHHHHHHHHHHCCCHHHHHHHHHHHHHHHHHCCCEEEHHHHCCC | DDDPPPPPLDPCDPVQQQPNVLVVLLVCQVPADAFGKDKDKGKDFDAPPDDPQVVVVVSDDQFFKEKEAEWEDKDFQQVVLVVVCVVVVHDCPDPVNVVSSVVSVVVCVVSRTGIMTIDMMMMTGHDRVGGYHYHYDYQPDDFPPCVVVQSVLLVVLVVVVVVDDLVRLQQFAKAFDPQKDKDWDQDDPVVVPRDSPDTWIKIWRRHGSGDIDTDHPLLVQLNVVTDLPDGGSLVSQQVSCVVVVHDSVVRSSVCSVVVSVCSSNPRMDTSVVVVVD | [200, 3705, 236, 137, 137, 3798, 2421, 2607, 4020, 1696, 2566, 3791, 1519, 1782, 4076, 2988, 1775, 1694, 46, 1311, 3219, 3773, 3310, 2222, 1689, 3401, 3954, 317, 3287, 1112, 1012, 932, 2010, 280, 728, 1413, 1717, 2708, 1659, 703, 2184, 1323, 1717, 279, 111, 2234, 2068, 2592, 1083, 4055, 49, 2716, 112, 2585, 855, 3110, ... | 0.850095 | [15, 13, 13, 13, 13, 13, 13, 13, 13, 0, 13, 6, 13, 3, 13, 13, 0, 0, 0, 0, 0, 9, 16, 9, 0, 16, 11, 13, 18, 3, 0, 18, 7, 7, 12, 7, 18, 1, 1, 1, 1, 1, 12, 18, 18, 7, 7, 7, 6, 6, 13, 13, 0, 3, 13, 17, 17, 9, 9, 17, 17, 7, 7, 7, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 18, 18, 0, 9, 3, 9, 16, 16, 11, 3, 16, 9, 3, 3, 3, 3, 3, 9, 3, 3, ... | [98, 98, 98, 98, 121, 121, 121, 121, 28, 23, 2, 2, 121, 123, 121, 23, 88, 88, 75, 110, 88, 83, 35, 40, 78, 39, 12, 6, 53, 126, 118, 59, 116, 58, 16, 120, 51, 10, 48, 10, 38, 80, 66, 51, 16, 58, 31, 41, 60, 6, 114, 37, 110, 110, 110, 87, 57, 83, 67, 87, 43, 59, 64, 64, 106, 77, 77, 77, 50, 50, 50, 15, 15, 80, 53, 59, 82... | [222, 49, 238, 238, 466, 466, 466, 466, 297, 297, 49, 437, 492, 492, 262, 262, 34, 237, 215, 125, 478, 436, 236, 219, 237, 150, 281, 350, 19, 89, 375, 3, 412, 21, 253, 130, 52, 170, 508, 170, 416, 260, 192, 134, 309, 411, 139, 257, 18, 258, 329, 124, 124, 31, 124, 299, 209, 460, 436, 306, 379, 444, 214, 214, 498, 467, ... | [470, 346, 357, 357, 108, 108, 19, 108, 801, 801, 346, 464, 616, 520, 134, 134, 866, 165, 260, 625, 553, 881, 789, 28, 358, 536, 989, 433, 165, 841, 771, 51, 371, 610, 790, 226, 131, 705, 189, 732, 530, 1019, 762, 992, 788, 747, 371, 875, 180, 321, 62, 725, 325, 494, 854, 1014, 847, 881, 262, 863, 558, 371, 450, 623, 1... | [740, 1093, 1215, 1215, 1986, 1986, 993, 993, 1382, 37, 754, 825, 1378, 1378, 1478, 1478, 1504, 1504, 595, 148, 689, 1780, 1674, 1248, 743, 1487, 1459, 2023, 1163, 1090, 1170, 1457, 1429, 1895, 1237, 850, 844, 1314, 1551, 417, 1313, 550, 1114, 222, 1711, 1458, 438, 186, 1437, 813, 2021, 736, 2023, 968, 187, 488, 1806, ... | [1881, 526, 3668, 3668, 3074, 3074, 2432, 3233, 2637, 3162, 99, 1248, 1282, 1282, 1282, 1972, 3422, 3422, 958, 438, 2945, 606, 1432, 2914, 3194, 1116, 3776, 598, 2536, 2639, 652, 3315, 3653, 3516, 271, 3789, 3884, 602, 3121, 2553, 1263, 1929, 1261, 3352, 896, 2065, 992, 3732, 3810, 3552, 2724, 455, 598, 3497, 4012, 218... |
1 | TVPDFSAFAVEVPALKSNDEAIDAQIDKLRERFGELKDTKRKLKTDDFAIIDIEAAIDGEKLEEATTEGMSYQVGAGDLIDGLDTALRGLKAGESAEFTTTLKAGEHEGKEAAVTVTVQQTKERKLPELDEEFVQTASEFDTVEELRESIAEQVAEQAKAEQATAIRDEVLKAALAEATFELPEGVVEDQIHAQLHQLLNQVGGDEAALNAALEAQGTSREQFDADNRKNSEEAVRTQLFLDALAEQEQPEVSQQELTDHILFTAQSYGMDPNQFITQLQQSGQIGNLFSDVRRGKALAAAICRVSVKDDEGKAVDPSEY... | 100560_1_training | LLLLGGGLEEEELLLLLLHHHHHHHHHHHHHHTLEEEELLSLLLTTLEEEEEEEEEETTEELGGGLEEEEEEETTLLLSSTTHHHHHTTLLTTLEEEEEEELLSSTTTTLEEEEEEEEEEEEEEELLLSSHHHHHHHSSLSSHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLLLLLLHHHHHHHHHHHHHHHHHHTTSLHHHHHHHHHHTTLLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHLLLLLHHHHHHHHHHHHHHTTLLHHHHHHHHHHHTTHHHHHHHHHHHHHHHHHHTTSEEEETTSLEELTHHH... | CCCCHHHCEEEECCCCCCHHHHHHHHHHHHHHCCEEEECCCCCCCCCEEEEEEEEEECCEECHHHCEEEEEEECCCCCCCCCHHHHHCCCCCCCEEEEEEECCCCCCCCCEEEEEEEEEEEEEEECCCCCHHHHHHHCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCHHHHHHHHHHHHHHCCCCHHHHHHHHHHHCCHHHHHHHHHHHHHHHHHHCCCEEEECCCCEECCHHH... | DFDQQLPFEDAAADDDPDPVQLVVVVVVLLQVVWDWDFDFFADDAQKKFQKWKWKDDPRHTDPVRTDGRDIDGQPPCPDFPCPNVQRGRDGAFDKGWDWGADCDDPRHRGIMIMIMHTNTIIDTDGDPQAQVSPVVRHVDRGSVVSSVVSSVVSSVVSLVVRLVRLLVRSLVVRLVPDDDDDDPVQLVVQLVVVVCVVCVVLPVDPVSVCVVCVSVVHHPVNVSVVSSVVSSVVSSSLVNLLVLLVVQVDDDDPVNLLVLLVVVCVVVVHDSVVSVVVCVVVVCSVVSVSVSSSLLSSLVSSQSHFYAYPVGDTDRSCVR... | [2369, 806, 1285, 72, 466, 3499, 1197, 480, 1659, 2647, 614, 2886, 3847, 2539, 2539, 118, 2614, 3800, 2617, 2279, 3687, 571, 3809, 3850, 681, 59, 334, 9, 3272, 214, 868, 1112, 2957, 3578, 2872, 232, 741, 1604, 1237, 522, 1385, 1734, 2453, 4047, 1624, 1669, 1244, 2463, 502, 2329, 35, 2031, 836, 1605, 154, 2948, 1485, 17... | 0.950278 | [15, 13, 0, 8, 4, 4, 8, 17, 17, 17, 2, 17, 8, 19, 8, 6, 9, 9, 9, 11, 16, 16, 16, 11, 16, 16, 11, 11, 9, 9, 0, 4, 4, 18, 12, 12, 12, 12, 12, 14, 14, 7, 7, 7, 8, 7, 12, 12, 12, 12, 12, 12, 1, 1, 1, 1, 12, 14, 14, 6, 18, 18, 14, 14, 1, 12, 12, 12, 14, 14, 14, 18, 12, 8, 8, 6, 13, 13, 13, 6, 6, 6, 6, 6, 0, 6, 7, 8, 7, 7, 7... | [69, 110, 88, 13, 27, 101, 102, 102, 20, 96, 106, 33, 43, 116, 13, 94, 9, 112, 112, 127, 39, 73, 73, 90, 68, 73, 70, 68, 108, 83, 71, 82, 82, 59, 16, 0, 0, 103, 0, 62, 62, 64, 64, 64, 4, 61, 29, 0, 29, 29, 29, 0, 38, 65, 80, 66, 99, 5, 89, 89, 66, 66, 89, 89, 10, 54, 66, 103, 62, 62, 21, 16, 120, 59, 47, 31, 2, 2, 121,... | [356, 124, 478, 317, 488, 286, 395, 308, 261, 423, 77, 287, 473, 221, 365, 160, 41, 128, 146, 477, 370, 127, 236, 218, 153, 455, 91, 212, 334, 460, 268, 30, 60, 444, 411, 6, 6, 346, 53, 470, 470, 214, 214, 383, 362, 352, 10, 253, 111, 110, 135, 6, 416, 216, 85, 385, 449, 418, 138, 138, 385, 385, 347, 347, 260, 201, 385... | [245, 854, 553, 150, 338, 701, 278, 559, 559, 934, 463, 786, 786, 679, 970, 938, 978, 566, 981, 894, 377, 621, 582, 306, 809, 537, 441, 963, 469, 881, 851, 624, 624, 442, 747, 977, 977, 626, 977, 720, 871, 623, 740, 623, 872, 444, 481, 977, 418, 785, 370, 123, 974, 678, 548, 846, 136, 13, 547, 547, 148, 846, 781, 781, ... | [1648, 1162, 689, 1590, 432, 1236, 1590, 621, 1232, 58, 1034, 915, 1436, 1615, 930, 655, 1982, 1781, 921, 230, 1253, 896, 580, 1650, 267, 604, 1256, 605, 257, 1780, 1774, 1084, 237, 1617, 1821, 658, 658, 914, 1012, 1471, 815, 0, 1196, 1671, 35, 1999, 1722, 1874, 379, 1156, 379, 1929, 1889, 330, 389, 559, 1100, 1305, 12... | [2852, 246, 2477, 2327, 3086, 3105, 1825, 1077, 866, 3559, 2889, 1535, 591, 1669, 2011, 2930, 494, 3767, 129, 3941, 4081, 2916, 135, 2686, 3305, 581, 787, 3176, 606, 2105, 2935, 2541, 2835, 3211, 2874, 1485, 295, 865, 2317, 1003, 1003, 2595, 160, 3797, 399, 125, 3731, 3247, 228, 3489, 1612, 1312, 3082, 113, 949, 1367, ... |
1 | SIVLSDPDTVADYLRFHLGQEKVEVSVALLLNRQNQLIAVRELSRGTVAENTIYIREIVKLALDEYADSLIIAHNHPGGSPEPSQEDIMFTRRLAQAMSLVDVSLLDHFIVTSQSVCSFRQLGLM | 101037_1_training | LLBLLSHHHHHHHHHHHHTTLSSLEEEEEEELTTLBEEEEEEEEESSLLSSLLLHHHHHHHHHHTTLSEEEEEEELTTSLLLLLHHHHHHHHHHHHHHHHTTLEEEEEEEELSSLEEEHHHHTLL | CCECCCHHHHHHHHHHHHCCCCCCEEEEEEECCCCEEEEEEEEEECCCCCCCCCHHHHHHHHHHCCCCEEEEEEECCCCCCCCCHHHHHHHHHHHHHHHHCCCEEEEEEEECCCCEEEHHHHCCC | DDADPDPVSVQVVCLVPAQPDQWKWKWKFFAAPRRDGPDIDTLDTHPPDDDDSPLVVVLVVNVVSVGQEMEMEIEDNVADFDDDPVNLVVVVVNQVVCVVVNHHYPWYWYHHNVDIDTCVVVVSD | [2221, 769, 2149, 152, 1771, 1684, 1994, 3056, 2082, 722, 214, 3961, 2193, 724, 193, 2874, 2726, 2856, 579, 3843, 3538, 531, 188, 2293, 487, 1328, 3081, 1194, 2071, 2834, 630, 3977, 2613, 1570, 3865, 3995, 2194, 2366, 966, 988, 1066, 1527, 2972, 216, 825, 720, 1738, 237, 4073, 599, 1556, 3149, 3656, 1325, 3569, 3528, 2... | 0.85093 | [15, 6, 6, 8, 8, 3, 3, 3, 3, 0, 18, 3, 3, 17, 17, 0, 0, 19, 17, 17, 2, 6, 18, 18, 12, 1, 1, 1, 12, 2, 7, 7, 6, 6, 6, 7, 14, 7, 7, 1, 1, 1, 1, 14, 12, 14, 14, 15, 15, 15, 15, 13, 13, 16, 11, 16, 11, 16, 16, 11, 3, 17, 9, 11, 0, 17, 8, 17, 19, 2, 2, 2, 2, 2, 2, 19, 19, 6, 19, 19, 14, 15, 6, 3, 3, 3, 0, 9, 11, 3, 9, 11, 1... | [44, 69, 69, 47, 47, 114, 78, 30, 114, 78, 78, 126, 72, 96, 96, 117, 117, 113, 43, 87, 77, 42, 120, 120, 66, 50, 50, 50, 91, 16, 106, 116, 42, 55, 42, 61, 5, 61, 16, 54, 86, 38, 10, 66, 66, 5, 115, 25, 24, 98, 56, 56, 110, 40, 35, 35, 127, 39, 39, 127, 70, 118, 108, 127, 118, 118, 102, 8, 63, 106, 92, 50, 50, 50, 77, 1... | [472, 300, 406, 365, 365, 351, 410, 248, 171, 67, 287, 91, 13, 344, 287, 223, 223, 391, 391, 51, 205, 204, 126, 3, 192, 181, 417, 304, 434, 441, 131, 278, 204, 372, 63, 352, 14, 44, 383, 201, 170, 175, 260, 241, 497, 347, 276, 290, 269, 213, 269, 328, 125, 363, 24, 471, 24, 288, 244, 511, 410, 148, 87, 338, 375, 342, 3... | [426, 926, 761, 272, 272, 625, 918, 75, 135, 918, 425, 441, 465, 439, 425, 1001, 1001, 540, 921, 984, 305, 399, 560, 226, 221, 750, 669, 368, 112, 223, 396, 241, 727, 986, 81, 1005, 478, 889, 755, 548, 390, 733, 530, 726, 39, 781, 781, 555, 603, 473, 473, 689, 341, 401, 828, 500, 894, 972, 110, 976, 565, 366, 920, 550,... | [1233, 1150, 1274, 218, 510, 1040, 1099, 380, 717, 298, 1247, 1370, 624, 597, 1247, 2020, 337, 1743, 406, 181, 220, 404, 1998, 1441, 398, 276, 47, 1357, 1690, 858, 213, 1464, 879, 610, 1484, 362, 99, 826, 119, 188, 417, 986, 550, 1599, 1268, 902, 908, 319, 360, 67, 360, 1755, 1605, 427, 124, 124, 170, 1143, 793, 767, 6... | [2241, 306, 1594, 365, 3227, 3413, 964, 3430, 3745, 735, 1326, 3547, 1856, 2821, 1326, 905, 712, 1774, 2433, 1840, 914, 1698, 1126, 1375, 2413, 784, 823, 823, 2523, 635, 1695, 3570, 1526, 3402, 1725, 3256, 751, 3256, 2698, 3568, 2553, 1376, 1411, 3473, 2294, 1019, 1281, 1348, 1348, 3392, 3802, 1895, 400, 3414, 3005, 10... |
1 | METQENMIKTALQAAQKPFFEFAPNNTPLVFTPDQDGGWRYKSHPELMQNPYRKCGKFLMHDTASLIKFVQKHKQDGTQIYIDADFKSGRIDVTAVINGHTQQAPGWLDFYAVYTPQHTTSASNWLNNNAHRMNQMEFSHFLTNNARNIVSKNPGNENSVYPTAAEVLDFALNLEYTEKTTFKQGYREQDGRINFTFQSEDSGQTEKNLKMFERFGIEFTPHQGGASYFVEALLKFRIDKNSGALVLWYELQQIDAVIEQAAKDISEAVQKAFPEIDIYFGVIA | 101111_1_training | LHHHHHHHHHHHHHHTSLLEEELTTLLEEEEEELTTSLEEEEELGGGLSSLLLLLEEEEESSHHHHHHHHHHHLLTTLEEEEEEETTTTEEEEEEETTLLLTTLLSLLLEEEEELLLBLHHHHHHHHTTTLLEEHHHHHHHHHHHGGGEESEETTEEEEELLLHHHHHHHHHHLLLLLLLLBLLLLBLTTSLBLLLBLLLLLLSLLLLLLLLSEEEEEELSBTTLLLEEEEEEEEEEELTTTLLEEEEEEESSHHHHHHHHHHHHHHHHHHHLTTSLEEESLLL | CHHHHHHHHHHHHHHCCCCEEECCCCCEEEEEECCCCCEEEEECHHHCCCCCCCCEEEEECCHHHHHHHHHHHCCCCCEEEEEEECCCCEEEEEEECCCCCCCCCCCCCEEEEECCCECHHHHHHHHCCCCCEEHHHHHHHHHHHHHHEECEECCEEEEECCCHHHHHHHHHHCCCCCCCCECCCCECCCCCECCCECCCCCCCCCCCCCCCCEEEEEECCECCCCCEEEEEEEEEEECCCCCCEEEEEEECCHHHHHHHHHHHHHHHHHHHCCCCCEEECCCC | DVVVVVVVVVVVVVVPPFPFDADPVRFTWTFDQDPVRDTDTDGPLVPRLERPQPAAEAEDEDLVRVLVVLVVQADVPWAWEWEADLLQLKIKIKIQRDPDDPVPSHNHRHIYIYIFDFDPLLCLCNVQAVPKDFLVVVLVSLVVNQVFWDQDDPVDRPGGFDHSVLVSVCSNPDDDDPDQDQPDQDLDPVRDRDGDRDDDPPPDPPPVSPDDQKTKGWDAGGPPFDIDIWIKGKDWDQDPVPRTIIIGIHTPPSSVVSVVRSVVSVVVSCVSPVPHYYYYDDDD | [3607, 1450, 3310, 137, 137, 1450, 588, 137, 3961, 2056, 2082, 2585, 3954, 3954, 3077, 965, 4047, 2105, 1320, 1988, 741, 3425, 699, 975, 3729, 3725, 3644, 1643, 1558, 1868, 3977, 1973, 2987, 2372, 3300, 420, 497, 2854, 1006, 2524, 2815, 2690, 1191, 435, 2162, 3672, 2693, 2322, 3624, 2668, 3818, 3978, 398, 429, 2536, 19... | 0.78662 | [11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 3, 3, 6, 12, 12, 12, 7, 7, 6, 6, 6, 6, 7, 7, 12, 12, 12, 14, 14, 6, 6, 6, 6, 14, 12, 12, 12, 7, 7, 8, 4, 6, 8, 4, 4, 4, 4, 17, 17, 19, 5, 2, 5, 2, 19, 19, 19, 0, 9, 0, 0, 9, 16, 9, 8, 9, 0, 0, 8, 8, 19, 19, 7, 2, 2, 2, 1, 2, 18, 18, 4, 4, 4, 4, 18, 18, 1, 1, ... | [12, 12, 12, 12, 12, 90, 90, 90, 90, 90, 90, 90, 12, 30, 30, 30, 114, 111, 58, 29, 58, 58, 58, 2, 2, 47, 31, 31, 58, 29, 29, 58, 115, 115, 111, 111, 111, 111, 115, 29, 103, 58, 58, 59, 47, 22, 47, 4, 22, 9, 22, 22, 8, 8, 8, 109, 92, 92, 11, 113, 84, 84, 88, 108, 117, 57, 108, 35, 108, 82, 108, 126, 118, 33, 104, 42, 42... | [432, 432, 432, 432, 75, 75, 15, 15, 15, 15, 15, 281, 281, 386, 149, 149, 474, 18, 45, 399, 493, 257, 493, 239, 49, 437, 270, 139, 493, 399, 69, 69, 84, 84, 239, 239, 453, 453, 84, 110, 69, 69, 69, 139, 270, 90, 405, 80, 187, 90, 90, 12, 141, 141, 133, 273, 184, 230, 200, 132, 132, 209, 180, 254, 298, 446, 480, 471, 22... | [731, 731, 133, 133, 133, 133, 133, 182, 182, 182, 182, 322, 989, 281, 281, 287, 898, 643, 192, 608, 906, 185, 906, 882, 629, 698, 695, 900, 185, 906, 608, 608, 858, 858, 882, 419, 288, 288, 858, 608, 608, 608, 858, 496, 816, 650, 938, 799, 554, 584, 650, 650, 942, 942, 969, 598, 662, 247, 247, 509, 730, 593, 805, 756,... | [195, 195, 1221, 1221, 1221, 1221, 1640, 315, 1906, 1906, 1906, 1459, 1459, 1178, 1178, 1178, 62, 1020, 139, 1321, 1321, 917, 1688, 598, 982, 89, 331, 438, 1321, 1321, 1321, 1321, 1307, 1395, 7, 7, 7, 1783, 1307, 824, 824, 1321, 1200, 438, 860, 1794, 89, 1327, 291, 291, 291, 1533, 1219, 1219, 1994, 1591, 647, 154, 1914... | [778, 778, 4, 4, 4, 4, 4, 2029, 2029, 1435, 1435, 1544, 3776, 1084, 1084, 70, 1233, 309, 1812, 862, 2960, 2207, 987, 910, 1337, 2755, 100, 3006, 831, 2567, 862, 862, 3258, 3258, 1427, 1427, 1427, 77, 3258, 862, 1036, 862, 264, 1787, 706, 3255, 2755, 3360, 2430, 3905, 3905, 1981, 3041, 3041, 2558, 3508, 2966, 3226, 3327... |
0 | MEKEFRILNIVSAKIWGGGEQYVYDVSKALGLRGCTMFTAVNKNNELMHRRFSEVSSVFTTRLHTLNGLFSLYALTRFIRKNRISHLMIHTGKIAALSILLKKLTGVRLIFVKHNVVANKTDFYHRLIQKNTDRFICVSRLVYDVQTADNPFKEKYRIVHNGIDTGRFPPSQEKPDSRFFTVAYAGRISPEKGLENLIEACVILHRKYPQIRLKLAGDGHPDYMCRLKRDVSASGAEPFVSFEGFTEKLASFYRQSDVVVLPSLVPEAFGLSLCEAMYCRTAVISNTLGAQKEIVEHHQSGILLDRLTPESLADEIERLV... | 101179_0_training | LLLLLEEEEEELLSSLLHHHHHHHHHHHHHHTTTLEEEEEEETTLHHHHHHHHTTSEEEEELTTSSLHHHHHHHHHHHHHHTTLLEEEELLGGGHHHHHHHHHHHLLEEEEEELSLLLLLLSHHHHHHHHHLSEEEESSHHHHHHHHTTLTTGGGEEELLLLBLTTTSLLLLLLLLTTLEEEEEESLBSGGGLHHHHHHHHHHHHHHLTTEEEEEESLBLHHHHHHHHHHHHHTTLTTTEEEEESLSLHHHHHHTLSEEEELLSSLLSSLHHHHHHHHTTLEEEEESSSTHHHHLLBTTTBEEESSLLHHHHHHHHHHHH... | CCCCCEEEEEECCCCCCHHHHHHHHHHHHHHCCCCEEEEEEECCCHHHHHHHHCCCEEEEECCCCCCHHHHHHHHHHHHHHCCCCEEEECCHHHHHHHHHHHHHHCCEEEEEECCCCCCCCCHHHHHHHHHCCEEEECCHHHHHHHHCCCCCHHHEEECCCCECCCCCCCCCCCCCCCCEEEEEECCECHHHCHHHHHHHHHHHHHHCCCEEEEEECCECHHHHHHHHHHHHHCCCCCCEEEEECCCCHHHHHHCCCEEEECCCCCCCCCHHHHHHHHCCCEEEEECCCCHHHHCCECCCEEEECCCCHHHHHHHHHHHH... | DPDAAEEEEEDEDQDDFPLLVLVLLLLQLLVVVRHAYEYEYEQPRVVSVVSSVVRHHYDYDHQPDPVLVVVLVVVLVVCQVSVHQEYEYEDPSCLVSVLSSCVSRVHAYEYEYFDLDADDPDPSSVVSLVRHQAYEQQFPSSLCRHPVPPPSSVRYDYQHAFDACVLQDADPDAADPQAAEEEEAHEDDPQQVVVLVLLLQLVVCVVPVRYAYEYEEYYDPVSVVVVVVVCVVSVNVVRYDYPYHDSSLSVVLRNHQEYERAGNAAGSACVSLLSSLLSLHAYEYEPHYRVVVLDDDLQQHHYDPDRGSVVSNVVSVVCV... | [3425, 1412, 3146, 2071, 1824, 2881, 4033, 3061, 4018, 4012, 719, 620, 1993, 41, 3084, 2034, 1280, 2196, 2147, 48, 3405, 2212, 1051, 3628, 1181, 153, 2509, 2939, 3914, 139, 804, 3109, 1472, 3660, 1906, 1416, 235, 2238, 1286, 3408, 1399, 313, 939, 206, 3033, 300, 3418, 2300, 3918, 247, 1397, 3987, 1626, 1012, 2773, 3695... | 0.945886 | [15, 15, 19, 19, 19, 5, 5, 5, 5, 5, 5, 19, 19, 6, 13, 13, 6, 0, 0, 0, 9, 9, 17, 9, 10, 10, 4, 10, 10, 10, 17, 10, 9, 17, 17, 17, 5, 5, 5, 5, 5, 19, 19, 17, 0, 3, 3, 17, 17, 3, 9, 17, 17, 4, 4, 5, 5, 5, 5, 17, 17, 17, 17, 0, 13, 3, 3, 9, 16, 3, 3, 16, 16, 3, 9, 16, 16, 3, 4, 9, 11, 0, 17, 17, 17, 5, 5, 5, 5, 19, 19, 0, ... | [44, 24, 52, 52, 113, 63, 49, 81, 81, 3, 11, 52, 87, 69, 94, 94, 84, 88, 57, 36, 112, 124, 46, 1, 105, 105, 101, 105, 34, 105, 101, 124, 108, 96, 96, 20, 49, 49, 49, 3, 113, 84, 84, 57, 57, 126, 126, 87, 57, 70, 108, 46, 96, 83, 46, 20, 3, 3, 3, 57, 57, 57, 87, 47, 121, 123, 114, 36, 35, 30, 40, 1, 73, 30, 46, 39, 39, ... | [472, 472, 79, 79, 39, 421, 421, 86, 310, 104, 74, 428, 169, 406, 140, 140, 413, 478, 47, 320, 345, 436, 50, 458, 337, 337, 55, 337, 458, 154, 342, 113, 480, 20, 7, 327, 42, 210, 454, 454, 74, 132, 501, 450, 450, 89, 351, 306, 446, 456, 480, 148, 20, 503, 148, 42, 454, 357, 454, 501, 446, 450, 451, 408, 125, 129, 474, ... | [663, 426, 723, 310, 212, 484, 176, 561, 453, 18, 975, 745, 971, 37, 706, 800, 949, 14, 268, 454, 586, 262, 417, 775, 902, 392, 967, 392, 497, 529, 417, 903, 920, 819, 819, 617, 835, 804, 102, 102, 132, 222, 109, 314, 109, 611, 999, 863, 791, 587, 920, 714, 819, 347, 1001, 835, 599, 954, 599, 849, 849, 849, 671, 1002, ... | [1937, 468, 1087, 179, 724, 1782, 216, 1995, 324, 805, 41, 543, 543, 1670, 294, 294, 526, 1587, 183, 1587, 1418, 1229, 365, 695, 261, 1102, 367, 1993, 874, 1116, 1521, 663, 1604, 859, 1267, 1579, 1056, 2002, 2002, 1105, 1699, 1967, 1308, 1795, 183, 680, 141, 181, 1405, 1948, 1761, 1115, 1546, 529, 1918, 617, 456, 456, ... | [2239, 2267, 2422, 3371, 1102, 1992, 653, 3042, 3836, 1809, 981, 2233, 2233, 2324, 628, 1314, 632, 929, 2988, 1314, 2568, 939, 4044, 3191, 2800, 2800, 1783, 1538, 1615, 4026, 1642, 3100, 3189, 3080, 2821, 3676, 2231, 2979, 2979, 583, 887, 2104, 3768, 2403, 3768, 3413, 3920, 578, 2675, 1450, 1288, 2383, 1000, 318, 4044,... |
1 | MADNYVIWFENLRMTDVERVGGKNASLGEMISQLTEKGVRVPGGFATTAEAYRAFLAHNGLSERISAALAKLDVEDVAELARVGKEIRQWILDTPFPEQLDAEIEAAWNKMVADAGGADISVAVRSSATAEDLPDASFAGQQETFLNINGLDNVKEAMHHVFASLYNDRAISYRVHKGFEHDIVALSAGVQRMVRSDSGASGVMFTLDTESGYDQVVFVTSSYGLGENVVQGAVNPDEFYVFKPTLKAGKPAILRKTMGSKHIKMIFTDKAEAGKSVTNVDVPEEDRNRFSITDEEITELAHYALTIEKHYGRPMDIEWG... | 101324_1_training | LLLLSEEEGGGLLGGGHHHHHHHHHHHHHHHHHHGGGTLLLLLEEEELHHHHHHHHHGGGHHHHHHHHHTTLLTTLHHHHHHHHHHHHHHHHHSLLLHHHHHHHHHHHHHHHHHTTSSLLEEEEEEEETTTEETTEELTTSSLEEEEEESHHHHHHHHHHHHHHTTSHHHHHHHHHHTLLTTTLLEEEEEEELLLGGGSEEEEEESSLTTTLLTTEEEEEEEESLTHHHHTTLSLLEEEEEEHHHHHTTSLLEEEEELLLLLEEEEEEEEEETTEEEEEEELLHHHHTSLSSLHHHHHHHHHHHHHHHHHHTSLEEEEEE... | CCCCCEEEHHHCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCEEEECHHHHHHHHHHHHHHHHHHHHHCCCCCCCHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHCCCCCCEEEEEEEECCCEECCEECCCCCCEEEEEECHHHHHHHHHHHHHHCCCHHHHHHHHHHCCCCCCCCEEEEEEECCCHHHCEEEEEECCCCCCCCCCEEEEEEEECCCHHHHCCCCCCEEEEEEHHHHHCCCCCEEEEECCCCCEEEEEEEEEECCEEEEEEECCHHHHCCCCCCHHHHHHHHHHHHHHHHHHCCCEEEEEE... | DPDDQKDWLCPAACVCCLWAANWSNQLSNCNNPPVVVVAFAFIWMKGTLVQQVQQCPVVPNVVVLVVLLVPDDLVPVVSLQVSLVVSLVVLLPGDGDPSNLVSLVVRVVVVCVVVVNDWFFKKKDKHKSCCFDLVHHPPPQFDIAGRQTDSVSSVSRVSRRSSSCRDSVNSSVCVVVVHDSSSMGMMIIIGTDQQQQLAKKWKWKCADLQPRHNQWIKIWMAGADHVCRVQVVWFTKIWIFGNVQLVVVHQGTPDIDQTQNQKYKHADPPPPPRDRIDIDGDDPVCSPDHRDDSVVVSVVNVSLVSSCVVVVAMKMWIWG... | [3425, 1416, 1792, 3106, 2500, 641, 1983, 3703, 215, 2041, 1411, 863, 90, 2471, 2279, 246, 3449, 882, 23, 2512, 3204, 3007, 629, 2122, 3339, 3773, 3622, 3352, 2316, 2806, 1456, 2934, 1693, 3928, 1771, 3259, 2703, 3223, 601, 2995, 673, 909, 799, 2649, 3536, 3881, 3982, 1006, 3283, 138, 3349, 2748, 16, 3309, 1634, 1816, ... | 0.874237 | [15, 15, 15, 8, 0, 18, 18, 18, 18, 8, 17, 4, 4, 9, 0, 4, 8, 8, 8, 18, 18, 0, 8, 7, 4, 4, 8, 8, 9, 4, 0, 9, 9, 3, 3, 3, 9, 9, 9, 18, 18, 7, 18, 12, 18, 1, 18, 18, 18, 8, 18, 8, 9, 9, 9, 9, 3, 0, 0, 3, 16, 16, 11, 16, 16, 16, 11, 16, 10, 3, 9, 10, 9, 10, 9, 3, 16, 16, 16, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 9... | [24, 24, 69, 13, 82, 82, 16, 80, 79, 22, 22, 85, 85, 7, 76, 22, 107, 79, 79, 79, 51, 118, 33, 16, 85, 107, 79, 4, 67, 76, 74, 75, 97, 97, 100, 125, 97, 36, 76, 53, 79, 120, 16, 16, 51, 80, 51, 79, 51, 33, 79, 107, 36, 108, 83, 67, 72, 74, 74, 97, 39, 35, 127, 35, 18, 68, 12, 73, 34, 30, 36, 112, 40, 112, 112, 30, 39, 7... | [472, 222, 108, 317, 60, 246, 83, 134, 83, 369, 141, 318, 264, 156, 233, 369, 9, 415, 359, 359, 415, 375, 99, 383, 301, 404, 359, 80, 264, 145, 17, 145, 156, 459, 431, 267, 459, 345, 378, 367, 341, 161, 83, 83, 134, 234, 134, 83, 415, 60, 60, 121, 178, 247, 76, 76, 166, 193, 193, 38, 339, 471, 338, 471, 65, 255, 281, 2... | [470, 470, 139, 944, 100, 100, 543, 164, 596, 76, 447, 578, 411, 402, 254, 15, 15, 457, 543, 457, 596, 327, 442, 543, 578, 840, 485, 794, 118, 511, 827, 514, 467, 50, 1003, 349, 50, 586, 372, 658, 51, 336, 164, 164, 164, 576, 596, 596, 596, 873, 564, 191, 329, 566, 342, 333, 115, 14, 14, 467, 298, 451, 362, 451, 142, 9... | [1937, 740, 371, 1899, 106, 106, 901, 676, 901, 76, 1750, 17, 1516, 2020, 660, 1101, 1195, 1292, 1292, 1292, 1044, 1814, 329, 1142, 353, 1433, 1957, 76, 948, 854, 1019, 854, 469, 1770, 1736, 1552, 395, 2030, 1625, 1563, 1728, 975, 901, 1643, 676, 1643, 673, 901, 620, 237, 237, 237, 866, 429, 1815, 1328, 1050, 1296, 129... | [3347, 1881, 1445, 306, 305, 1271, 1187, 1278, 1125, 1688, 698, 1407, 440, 570, 179, 240, 2866, 4018, 4018, 4018, 625, 2141, 287, 2697, 921, 673, 1490, 1688, 2068, 223, 59, 1637, 818, 1635, 1141, 1387, 1635, 1028, 2494, 3669, 166, 3455, 1187, 1187, 1278, 2258, 1278, 1385, 3490, 132, 2835, 2273, 3994, 1495, 2798, 3913, ... |
1 | MIVTPIPKPPLERSHLSALMQAIRGADICVLYQTTNLVYLWAENLPQHLHSKWRMGCRDSDFFSLDLADNMETIKLQVLATGEMQTIEARFEDMAKQAIWYKFSIDCHRNDNGDIIGIITTGVDISGLRRREQVLKILLREVSHRSKNLLAIIQSIASQTARYTESLQVFLRKFQGRLHSLSHSQDLITASDWRGAQFRELVHSQTLGYVMKETERFSLEGIDPYLFPNAALHIGLAFHELIVNSLSFGALSQEKGSVCVRCEVHTKMNGATQLLITWNESFAAETPLSHHKKACFGSAVLEKIVPVSVNGSASLKLTEE... | 101848_1_training | LLLLLLLLLLLLHHHHHHHHHHHHHTTEEEEEELTTSLEEEEESLLHHHHTTLLTTLLGGGTSLHHHHHHHHHHHHHHHHHLLLEEEEEEEELTTLLEEEEEEEEEEEELTTSLEEEEEEEEEELHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHTLSSHHHHHHHHHHHHHHHHHHHHHHHHTTTSLEEHHHHHHHHHTTTLTTLGGGEEEEELLLEELHHHHHHHHHHHHHHHHHHHHHSGGGSTTLEEEEEEEEEELTTSLEEEEEEEEEELLTTLLLTTLLSLLHHHHIIIIIHHHHTTLEEEEEELSS... | CCCCCCCCCCCCHHHHHHHHHHHHHCCEEEEEECCCCCEEEEECCCHHHHCCCCCCCCHHHCCCHHHHHHHHHHHHHHHHHCCCEEEEEEEECCCCCEEEEEEEEEEEECCCCCEEEEEEEEEECHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCEEHHHHHHHHHCCCCCCCHHHEEEEECCCEECHHHHHHHHHHHHHHHHHHHHHCHHHCCCCEEEEEEEEEECCCCCEEEEEEEEEECCCCCCCCCCCCCCHHHHCCCCCHHHHCCCEEEEEECCC... | DPPDDDPDPDPDPVNVVVVLVVCQVDCKKKWKFFPVQFTQDIDNDDPQQVVQDDGRDHLVSRDPPVVRVVVVVVQVVCLVPQDKDKDKDWDAHPVRDIWIKIKIKGFDADPVRHGGIIMIMIHTCVVVVVVVVVVVVVVVVVVVVVVVVVVVLVVLLVLLVVFDDDPVSSVVVSVLLVQLLVLLVVQCVVVVQQAHWPVSLLCSLCVVPCVPPVVQEEEEDATWGFHSLLSNLVSSLSNLVRVCCCVQFQVVDPRKHKYWYWDWDQDPVRWIKIKIKIWIFHDLPDDSVPPPDDHSSVCSQQPVNCVSQVWGWDWDDDSG... | [754, 3798, 2545, 2873, 799, 699, 1161, 1789, 4055, 1275, 907, 257, 1444, 3310, 588, 1476, 3954, 3954, 1197, 476, 3735, 2056, 2319, 2314, 1035, 76, 1036, 1757, 3967, 768, 3705, 984, 3705, 2073, 2332, 3655, 2711, 2031, 2166, 1195, 1164, 622, 3539, 2402, 2667, 776, 1394, 2519, 3416, 1495, 3902, 2395, 962, 519, 1850, 38, ... | 0.905666 | [15, 15, 15, 15, 15, 15, 15, 13, 13, 13, 3, 3, 3, 11, 11, 11, 11, 11, 11, 11, 11, 11, 3, 3, 3, 0, 6, 18, 1, 1, 1, 1, 12, 12, 18, 8, 18, 7, 12, 12, 14, 1, 1, 6, 6, 0, 13, 13, 13, 13, 13, 0, 6, 6, 14, 7, 7, 8, 0, 0, 6, 8, 0, 3, 3, 11, 13, 3, 11, 11, 9, 11, 11, 3, 0, 16, 3, 0, 0, 3, 3, 6, 0, 18, 18, 1, 1, 1, 1, 12, 14, 14... | [24, 24, 24, 24, 98, 24, 24, 98, 98, 121, 28, 30, 30, 127, 70, 127, 127, 90, 90, 70, 90, 30, 36, 36, 28, 71, 69, 89, 48, 48, 48, 54, 29, 29, 16, 79, 59, 58, 58, 29, 103, 86, 10, 53, 53, 47, 121, 110, 2, 110, 110, 47, 69, 60, 5, 61, 31, 31, 110, 126, 69, 47, 107, 126, 40, 30, 114, 70, 70, 70, 108, 68, 90, 126, 78, 35, 1... | [222, 222, 472, 5, 331, 331, 331, 238, 238, 49, 351, 149, 266, 24, 477, 281, 281, 15, 15, 212, 15, 386, 427, 332, 456, 396, 356, 506, 508, 229, 469, 59, 135, 399, 245, 32, 32, 93, 69, 111, 64, 201, 170, 152, 152, 157, 297, 496, 43, 445, 294, 157, 372, 468, 418, 352, 228, 1, 206, 31, 372, 365, 402, 351, 25, 386, 31, 248... | [470, 470, 470, 470, 12, 817, 490, 490, 490, 346, 572, 636, 636, 44, 44, 989, 989, 182, 182, 219, 322, 587, 1013, 1013, 636, 771, 677, 705, 189, 834, 834, 246, 370, 906, 953, 496, 29, 813, 20, 1009, 549, 17, 705, 64, 64, 607, 699, 8, 56, 8, 1023, 56, 958, 1000, 871, 968, 900, 440, 675, 546, 159, 272, 369, 999, 636, 744... | [740, 740, 740, 740, 710, 204, 77, 77, 1057, 1986, 130, 1508, 1226, 20, 20, 20, 363, 1906, 1906, 1048, 1459, 49, 12, 12, 103, 12, 371, 1998, 928, 1889, 82, 342, 1321, 1321, 1769, 741, 701, 1855, 295, 464, 628, 1846, 1658, 375, 971, 1627, 1586, 1832, 1627, 46, 46, 1031, 1243, 829, 143, 730, 1412, 327, 1054, 1067, 110, 1... | [1881, 1881, 1881, 1881, 3644, 3644, 3644, 1170, 1170, 526, 2095, 31, 2252, 2456, 2456, 2456, 2452, 1435, 1435, 3176, 2720, 1084, 2639, 1762, 691, 4083, 1050, 1673, 2811, 922, 2522, 41, 1860, 2960, 2336, 1147, 370, 1996, 3404, 2756, 2014, 582, 2358, 2328, 1975, 3845, 2313, 2172, 2116, 64, 2397, 3972, 2266, 2379, 2606, ... |
1 | MKPIDRFSYLKNNRVSQDTSSLVQCYLPIIGQEALSLYLYTISFWDNGRKEYLFSSILNHLNFGMDRLIKSLKILSAFNLLTLYQKGDVYQLALHAPLSSQDFLGHPVYRRLLEKKIGDVAVEDLKVESADGEEIPVSLNQVFPELAELGSQEDLGLKKKVANDFDLEHFRQLMARDGLRFADEQSDVLNLFAIAEEKKWTWFETYQLAKSTAVSQVISTKRMREKIAQKPVSSDFSLKEATIIKEAKSKTALQFLAEIKQTRKGTITQTERELLQQMAGLGLLDEVINIILLLTFNKVDSANINEKYAMKVANDYAYQK... | 101936_1_training | LLTTLEEEELTTLLLLLLHHHIIIIIHHHHHHHHHHHHHHHHHHTTSSLSLEEHHHHHHHHTLLHHHHHHHHHHHHHTTSEEEEEETTEEEEEELLLLLHHHHHHSHHHHHHHHHHHLHHHHHTTSLLLLSSLLLLLLHHHHLTHHHHTLLLSLSLLLLLLLLLLLHHHHHHHHHHTTLEESSHHHHHHHHHHHHHHHTLLHHHHHHHHHHHLBTTEELHHHHHHHHHLLLLLLLLLHHHHHHHHHHHHSLHHHHHHHHHHHTTLLLLHHHHHHHHHHHHTTLLHHHHHHHHHHHHHHSLSSSLLHHHHHHHHHHHHHTT... | CCCCCEEEECCCCCCCCCHHHCCCCCHHHHHHHHHHHHHHHHHHCCCCCCCEEHHHHHHHHCCCHHHHHHHHHHHHHCCCEEEEEECCEEEEEECCCCCHHHHHHCHHHHHHHHHHHCHHHHHCCCCCCCCCCCCCCCHHHHCCHHHHCCCCCCCCCCCCCCCCCCHHHHHHHHHHCCCEECCHHHHHHHHHHHHHHHCCCHHHHHHHHHHHCECCEECHHHHHHHHHCCCCCCCCCHHHHHHHHHHHHCCHHHHHHHHHHHCCCCCCHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHCCCCCCCHHHHHHHHHHHHHCC... | DDQAFKEFEDLPADADDPVVCCVLQVCLQLHPLLSVLLVVCNVCNPVVDGMDGSVVVCVVSVDDPVSVVSSQVSCVVQQQWDWDDDPRYIYIYGYYDDDLVVQCVDPVSVVSRCVRPNPVSNVVSPDPDPPDPPPDDDPCNVPVVVVVVPPCCVVPPVVVPVLLADVPVLVVVLVVVVADEPDPVVVVVLLSVVCVVVVHHNVVSSVLQVQLDDPRYGDSLLSVLLVPDDDDDDPDDPVLVVLQVVLVVDALQVLLQVLLVVVVHDDDPVNSVLSVVLVVLNEGSSLLSLLQVVQCVVDVDSDGPSVSSVVVSVVCSVVS... | [1234, 1777, 2982, 3837, 719, 834, 1895, 3834, 3053, 3836, 1015, 1265, 3106, 2140, 1207, 1480, 2995, 2138, 3148, 2241, 2914, 3458, 445, 1540, 3366, 3433, 2720, 3741, 2626, 3176, 1404, 247, 2957, 3693, 2651, 3877, 2778, 2317, 262, 2537, 2109, 3388, 824, 1112, 233, 3740, 3868, 3717, 3715, 1888, 13, 3538, 1247, 2337, 2059... | 0.875137 | [0, 8, 0, 6, 7, 2, 2, 2, 19, 19, 19, 15, 19, 19, 19, 19, 0, 0, 0, 3, 9, 9, 9, 9, 9, 4, 9, 9, 4, 10, 9, 3, 10, 16, 16, 16, 16, 16, 11, 11, 9, 0, 11, 3, 13, 0, 13, 13, 6, 14, 2, 2, 17, 0, 0, 9, 9, 9, 3, 16, 16, 16, 16, 3, 3, 3, 16, 9, 3, 16, 16, 16, 3, 16, 9, 0, 9, 0, 6, 8, 18, 18, 2, 2, 2, 19, 15, 19, 2, 2, 2, 2, 2, 17,... | [6, 6, 88, 55, 106, 106, 91, 92, 84, 11, 84, 122, 52, 52, 52, 52, 57, 57, 100, 100, 83, 76, 100, 67, 67, 85, 100, 76, 85, 67, 76, 97, 34, 39, 17, 39, 73, 39, 68, 68, 108, 118, 127, 28, 95, 23, 121, 2, 111, 89, 92, 77, 43, 78, 88, 97, 97, 108, 97, 35, 112, 40, 112, 40, 126, 114, 112, 112, 36, 73, 73, 1, 40, 112, 83, 110... | [311, 365, 478, 407, 101, 77, 36, 200, 391, 428, 66, 182, 428, 169, 167, 23, 47, 450, 262, 262, 2, 235, 156, 438, 76, 76, 156, 76, 76, 199, 465, 38, 422, 464, 438, 255, 255, 244, 46, 425, 321, 20, 511, 351, 47, 447, 466, 49, 78, 138, 200, 391, 287, 237, 293, 247, 502, 247, 256, 471, 502, 256, 464, 13, 459, 0, 384, 384,... | [210, 620, 553, 1000, 432, 649, 521, 247, 58, 657, 222, 730, 745, 509, 144, 144, 104, 129, 260, 735, 385, 385, 260, 589, 333, 504, 467, 1, 504, 526, 118, 467, 82, 381, 606, 789, 582, 775, 23, 224, 480, 993, 362, 476, 104, 825, 19, 346, 16, 781, 1018, 988, 921, 165, 127, 32, 652, 920, 50, 110, 156, 652, 156, 652, 841, 1... | [146, 1695, 689, 1597, 922, 771, 226, 192, 1726, 1668, 1285, 224, 504, 1285, 1285, 1967, 704, 1306, 1300, 1300, 853, 463, 1300, 1282, 671, 1865, 836, 369, 837, 1527, 469, 607, 921, 1177, 513, 1258, 862, 1693, 580, 580, 1143, 83, 547, 1508, 704, 37, 993, 964, 1129, 852, 455, 1250, 584, 524, 1919, 38, 133, 133, 395, 1811... | [1015, 1986, 3243, 1078, 405, 133, 2200, 557, 247, 296, 3133, 1464, 1867, 3268, 854, 2104, 3954, 3545, 3499, 3499, 1843, 3915, 1637, 2849, 3102, 3102, 1647, 3102, 3102, 566, 553, 615, 3740, 3821, 1826, 3348, 313, 167, 135, 3506, 1614, 2820, 2408, 1729, 2045, 1780, 3233, 99, 2096, 1468, 944, 3142, 3844, 3669, 1861, 2143... |
1 | ELGLRSKTNVVSLDKIIIDKKSSLITGFPEFRMVWKVVRQRVVDDLVSVLDTDYLDMELIPNLTRQIAEQSIYSYIENGLKLLIDYAQKEITIDHSSDRDKILMDIGKDPYVVSIKSKVYLQDGRQFQFTESRHKLEKFRFVDFAKRKK | 101990_1_training | LLSLLEEEEEEEEEEEELLHHHHHHHLLLTTLEEEEEEEEEEETTEEEEEEEEEEETTTSTTLLHHHHHSLHHHIIIIISLLLEEEEEEEEEEEELLHHHHHHHLLTTLLEEEEEEEEEEETTSLEEEEEEEEEEGGGLLLLLLLLLLL | CCCCCEEEEEEEEEEEECCHHHHHHHCCCCCCEEEEEEEEEEECCEEEEEEEEEEECCCCCCCCHHHHHCCHHHCCCCCCCCCEEEEEEEEEEEECCHHHHHHHCCCCCCEEEEEEEEEEECCCCEEEEEEEEEEHHHCCCCCCCCCCC | DPPWPKWKDWPDWDKDFDDPVNCVQFVDDGRFIWIWIWIFIDTPNAGFKIKTKTFHCVQVVDDDSVCVRDDVVCCNCVPSVFAWDDKDKDKDKDFDDPVCCVRRVLDPDGIWIWMWMWTATPVGDTGMIMIMTGRPVPDDDDDDDDDDD | [1708, 519, 38, 1663, 2572, 1966, 1726, 4012, 1272, 473, 636, 2638, 2978, 2607, 3846, 703, 2009, 3165, 2545, 957, 2738, 156, 804, 987, 2483, 1303, 1351, 943, 3005, 910, 418, 1973, 3696, 1867, 2815, 4036, 4079, 1744, 2302, 398, 593, 1785, 456, 1607, 4008, 389, 173, 3639, 3703, 986, 2238, 1632, 383, 1906, 3305, 1496, 138... | 0.799051 | [13, 13, 6, 6, 18, 12, 12, 12, 1, 1, 1, 12, 1, 14, 12, 1, 14, 18, 6, 0, 3, 0, 0, 0, 3, 18, 0, 7, 6, 8, 7, 7, 12, 12, 1, 12, 1, 1, 1, 1, 12, 12, 12, 18, 12, 7, 12, 7, 12, 1, 1, 1, 1, 1, 12, 18, 12, 6, 8, 0, 6, 13, 0, 13, 6, 13, 3, 18, 18, 0, 3, 3, 3, 3, 3, 0, 3, 3, 3, 9, 13, 0, 6, 7, 12, 12, 1, 1, 1, 1, 1, 1, 1, 1, 14, ... | [98, 98, 2, 41, 66, 66, 0, 66, 80, 80, 65, 54, 54, 86, 54, 54, 115, 59, 31, 74, 100, 74, 74, 119, 126, 51, 33, 58, 6, 6, 61, 61, 29, 16, 86, 54, 65, 65, 65, 80, 0, 0, 58, 66, 66, 58, 16, 59, 66, 80, 48, 38, 65, 65, 80, 66, 66, 6, 6, 6, 6, 119, 78, 110, 53, 119, 114, 53, 53, 110, 70, 119, 100, 100, 100, 75, 100, 100, 10... | [238, 222, 152, 347, 385, 45, 234, 201, 302, 260, 85, 201, 279, 202, 109, 279, 263, 444, 358, 284, 156, 284, 284, 431, 410, 430, 367, 493, 147, 147, 352, 352, 110, 245, 201, 109, 429, 216, 429, 302, 253, 497, 45, 326, 385, 462, 245, 462, 192, 497, 216, 175, 216, 302, 348, 348, 45, 147, 147, 147, 28, 73, 67, 159, 152, 2... | [962, 962, 683, 291, 192, 273, 899, 726, 184, 1019, 184, 556, 548, 653, 772, 696, 197, 818, 713, 545, 659, 127, 127, 397, 74, 131, 60, 512, 96, 620, 120, 355, 1009, 126, 732, 67, 637, 637, 438, 6, 767, 767, 273, 192, 39, 684, 767, 29, 767, 551, 335, 733, 910, 438, 1019, 387, 641, 96, 96, 620, 792, 162, 866, 462, 459, 1... | [1809, 1809, 732, 732, 474, 1447, 10, 1599, 1947, 550, 1947, 2017, 1239, 5, 1239, 1239, 1519, 1970, 1409, 851, 816, 1814, 22, 347, 1517, 521, 172, 1688, 1068, 218, 1484, 362, 1321, 1580, 417, 1352, 1713, 1483, 790, 1530, 379, 10, 1447, 1377, 1599, 96, 1723, 1356, 1723, 159, 1472, 1630, 790, 1530, 1842, 1114, 1580, 719,... | [3792, 3792, 3312, 1910, 80, 3635, 3833, 2269, 2712, 1411, 1757, 2990, 3680, 180, 926, 3680, 2884, 2155, 2851, 71, 3978, 1861, 235, 1807, 386, 3253, 3112, 1697, 3936, 3595, 426, 793, 777, 1124, 1717, 3377, 2956, 509, 2956, 257, 391, 391, 2960, 2166, 80, 723, 571, 1524, 829, 1757, 903, 419, 1494, 257, 1679, 1679, 3585, ... |
1 | NPGENPTAKAELVKLIKAMQEAGFPISDHYSGFRSYETQTKLYQDYVNQDGKAAADRYSARPGYSEHQTGLAFDVIGTDGDLVTEEKAAQWLLDHAADYGFVVRYLKGKEKETGYMAEEWHLRYVGKEAKEIAASGLSLEEYYGFEGGDYVD | 101995_1_training | LLLSLHHHHHHHHHHHHHHHHTTLLEEEEEELLLLHHHHHHHHHHHHHHHLHHHHHHHSLLTTTLGGGTTSEEEEEETTSSBLLLHHHHHHHHHHGGGGTEEEEELTTLHHHHSSLLEEEEEEELGGGHHHHHHHTLLHHHHHTLLLLTTLL | CCCCCHHHHHHHHHHHHHHHHCCCCEEEEEECCCCHHHHHHHHHHHHHHHCHHHHHHHCCCCCCCHHHCCCEEEEEECCCCECCCHHHHHHHHHHHHHHCEEEEECCCCHHHHCCCCEEEEEEECHHHHHHHHHHCCCHHHHHCCCCCCCCC | DPAADPLLVVLVQVVQVVLVVVPAQWDSDKDAADALVRLQVVLVVCCVVPNNVVSQAAGFHRPPDPRNVNFKMFIAGPVRHGDDPPVSLVVCLVCVVVSQKHQQADPPCCQQAVYHRRSRMIGGHGNCSVVVSVVVDHPCVVVVHGHNVRPD | [3235, 2545, 612, 357, 2009, 588, 639, 3057, 3877, 3961, 658, 2869, 1797, 1803, 706, 3175, 588, 803, 139, 3435, 1800, 3450, 2410, 398, 1838, 3578, 829, 3775, 1325, 290, 389, 935, 1734, 2433, 2795, 2108, 1654, 3954, 1920, 2491, 3607, 1112, 226, 1800, 588, 401, 2225, 2585, 1444, 966, 1670, 3056, 36, 247, 538, 620, 667, 2... | 0.868986 | [6, 19, 19, 8, 0, 9, 9, 0, 0, 16, 16, 4, 16, 11, 16, 0, 3, 11, 3, 3, 3, 11, 3, 0, 0, 8, 7, 18, 7, 12, 1, 18, 8, 8, 0, 0, 0, 9, 0, 0, 11, 9, 9, 9, 16, 9, 9, 9, 9, 3, 3, 9, 3, 3, 3, 8, 0, 6, 4, 8, 4, 0, 0, 0, 8, 18, 7, 8, 6, 8, 8, 18, 18, 12, 18, 7, 7, 7, 7, 7, 7, 7, 8, 0, 0, 9, 3, 9, 9, 3, 16, 9, 9, 16, 9, 9, 4, 4, 4, 4... | [104, 42, 104, 104, 118, 108, 126, 107, 71, 39, 39, 82, 39, 68, 35, 71, 70, 70, 40, 125, 126, 40, 125, 71, 33, 33, 59, 59, 58, 16, 38, 120, 43, 4, 118, 107, 71, 108, 107, 71, 70, 108, 108, 76, 35, 97, 97, 97, 97, 72, 72, 97, 7, 100, 7, 22, 118, 6, 107, 47, 107, 107, 47, 47, 4, 59, 19, 104, 42, 116, 43, 120, 16, 99, 16,... | [413, 406, 167, 311, 375, 465, 173, 343, 173, 150, 244, 392, 150, 425, 255, 173, 13, 91, 459, 351, 248, 25, 427, 173, 284, 57, 484, 32, 14, 245, 48, 3, 473, 99, 375, 9, 173, 87, 9, 361, 91, 334, 465, 465, 13, 38, 13, 271, 247, 456, 456, 247, 240, 106, 459, 376, 375, 116, 232, 157, 90, 9, 476, 157, 162, 341, 420, 409, 4... | [314, 495, 679, 276, 196, 920, 670, 199, 841, 789, 941, 680, 313, 809, 110, 372, 475, 475, 763, 999, 595, 883, 135, 670, 545, 442, 371, 600, 997, 953, 53, 979, 145, 970, 196, 327, 881, 670, 806, 751, 441, 469, 867, 402, 110, 467, 465, 118, 118, 550, 550, 465, 26, 217, 659, 117, 856, 79, 199, 607, 105, 806, 607, 369, 87... | [505, 69, 1789, 146, 1879, 2036, 592, 53, 1090, 434, 1439, 402, 434, 1032, 1811, 449, 1304, 1470, 1770, 546, 747, 953, 1246, 449, 53, 1617, 1617, 308, 619, 138, 653, 850, 1398, 136, 333, 334, 449, 337, 53, 2046, 1256, 1328, 681, 2020, 793, 836, 624, 948, 948, 1948, 1948, 38, 1312, 1000, 816, 806, 482, 145, 1277, 590, 8... | [1525, 3512, 3417, 2201, 2666, 2373, 3159, 2273, 403, 1444, 1548, 2457, 3318, 3305, 2042, 735, 2613, 3412, 3994, 468, 2613, 72, 3273, 1962, 1360, 786, 992, 2304, 1038, 571, 1834, 2566, 3709, 144, 2666, 2666, 403, 1162, 1798, 292, 787, 1936, 3159, 1647, 3219, 1268, 1268, 1870, 1870, 2887, 2887, 1268, 2018, 2018, 2018, 3... |
1 | PVNDEVEAVKNMHLIGQSQVAFREWNQKWVDLSLNSFADIENNLFEAEGYNHSFRFLKASHQIDQIESQITLIEEDIAAIRNALADLEKQESKNSGRVLHALDLFEELQHRVAENSEQYGQALDEIEKQLENIQSEFSQFVTLNSSGDPVEAAVILDNTENHILALSHIVDRVPALVTTLSTELPDQLQDLEAGYRKLIDANYHFVETDIEARFHLLYEAFKKNQENIRQLELDNAEYENGQAQEEINALYDIFTREIAAQKVVENLLATLPTYLQHMKENNTLLGEDIARLNKTYLLPETAASHVRRIQTELESFEAAI... | 102002_1_training | LHHHHHHHHHTTLLLHHHHHHHHHHHHHHHHIIIIIHHHHHHHHHHHHHHHHTTLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHTHHHHGGGHHHHHHHHHHHHHHHHHHHHHHHHTLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHIIIIIHHHHHHHHHHHHHHHHHTTLLLTTLLHHHHHHHHHHHHHHHHHHHHTTLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHTTTBLLLTHHHHHHHHHHHHHHHHHHHH... | CHHHHHHHHHCCCCCHHHHHHHHHHHHHHHHCCCCCHHHHHHHHHHHHHHHHCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCHHHHHHHHHHHHHHHHHCCCCCCCCCHHHHHHHHHHHHHHHHHHHHCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCECCCCHHHHHHHHHHHHHHHHHHHH... | DLVVVLVVVVVLLADDPRVVVNVVLVVVVVCCVPPLVVVLVVLQVVLVVCVVVVNNVSSVVSVVVSVVSVVVVVVSSVVSVVSSVVLVVLLVVLVVLLVVLVVLLVVVVVLCVVCVVLLPLQSVVLVVLSVVLVVLSVVLVVNSSSNNSPVSVVSSVVSSVSSVVSVVLSVQRSVLCCLLVPVLVVLLVVLVVVVVVVVVVQADDVPDPVVVLSVVLVVLSVVLVVCSNVSVRVVNVVSSVVSVVSSVVSVVVSVVLVVLVVLLVVLLVVVVVLLVVLVVLLVVQLVLCVVLQQAADDDPVSNVLSVVLVVVSVVLVVVS... | [116, 3813, 1366, 588, 3272, 3779, 3101, 3735, 4042, 840, 2279, 785, 1117, 1823, 3325, 2460, 69, 3759, 1047, 3954, 959, 1215, 9, 278, 3055, 136, 3310, 3665, 1923, 588, 987, 1874, 3460, 933, 933, 59, 1888, 264, 2056, 181, 3954, 2585, 517, 3306, 588, 2747, 201, 2279, 2056, 1937, 803, 824, 2082, 1786, 1084, 3378, 137, 137... | 0.924051 | [11, 16, 11, 11, 11, 16, 11, 11, 16, 16, 16, 9, 4, 9, 9, 3, 3, 9, 3, 3, 11, 16, 11, 11, 16, 11, 11, 16, 16, 11, 11, 11, 16, 3, 11, 16, 16, 11, 16, 16, 11, 11, 16, 16, 11, 16, 16, 16, 16, 16, 16, 16, 16, 11, 16, 16, 16, 16, 16, 11, 11, 16, 16, 11, 16, 16, 11, 11, 16, 16, 11, 16, 11, 11, 11, 16, 16, 11, 11, 16, 16, 11, 1... | [12, 68, 12, 12, 12, 73, 90, 90, 35, 35, 70, 108, 46, 108, 83, 7, 126, 40, 126, 30, 40, 39, 90, 90, 73, 68, 90, 73, 17, 72, 72, 35, 35, 72, 72, 73, 17, 127, 73, 73, 68, 68, 73, 73, 68, 73, 73, 17, 35, 35, 35, 35, 35, 127, 35, 35, 35, 35, 73, 35, 68, 73, 73, 90, 73, 73, 68, 90, 73, 73, 90, 68, 68, 90, 90, 73, 73, 68, 68... | [432, 224, 432, 432, 432, 236, 218, 218, 370, 24, 255, 480, 165, 56, 480, 89, 89, 177, 177, 386, 25, 219, 212, 15, 127, 425, 15, 153, 54, 338, 338, 46, 471, 166, 183, 236, 236, 511, 236, 26, 425, 425, 26, 26, 425, 26, 26, 236, 236, 471, 471, 471, 471, 511, 471, 471, 471, 471, 236, 46, 425, 26, 26, 15, 127, 26, 425, 15,... | [731, 313, 982, 731, 133, 334, 306, 311, 789, 789, 441, 469, 84, 920, 920, 26, 611, 171, 611, 75, 883, 313, 219, 311, 61, 809, 182, 61, 21, 550, 362, 23, 324, 115, 362, 524, 524, 976, 524, 537, 809, 809, 537, 537, 809, 1011, 21, 524, 524, 451, 451, 451, 451, 976, 451, 451, 451, 451, 524, 451, 311, 537, 537, 182, 61, 53... | [195, 523, 134, 1221, 134, 1383, 682, 1104, 1383, 124, 1256, 1604, 1491, 1604, 1149, 1362, 991, 592, 761, 49, 1616, 355, 650, 1104, 439, 1032, 1906, 439, 802, 1744, 1744, 1638, 1460, 1744, 1744, 500, 1361, 682, 1720, 1756, 1032, 1032, 1442, 1442, 1885, 385, 519, 1541, 1541, 934, 934, 934, 934, 1050, 934, 934, 934, 934,... | [778, 2052, 311, 4, 311, 2052, 845, 845, 545, 2281, 787, 3902, 2368, 955, 1223, 2373, 182, 3203, 3584, 2046, 502, 2229, 4014, 49, 90, 421, 1435, 90, 824, 2075, 2075, 3977, 614, 1600, 1600, 3821, 3821, 2408, 3549, 2297, 2347, 3495, 2297, 2297, 3495, 1185, 2359, 3967, 3967, 1676, 2301, 1676, 1676, 2331, 1676, 2301, 1676,... |
1 | PIRVKTLGQKLYVDSVKQHDVTFGIGPAGTGKTFLAVTLAVTALKRGQVKRIILTRPAVEAGESLGFLPGDLKEKVDPYLRPVYDALYQILGKDQTTRLMEREIIEIAPLAYMRGRTLDDAFVILDEAQNTTIMQMKMFLTRLGFHSKMIVNGDISQIDLPRNVKSGLIDAQEKLKNIHQIDFVHFSAKDVVRHPVVAQIIRAYE | 102004_1_training | LLLLLSHHHHHHHHHHHHLSEEEEESLTTSLHHHHHHHHHHHHHHTTSLSEEEEEELLLLLSSLLTTSLSLHHHHHHHHHHHHHHHHHHHHLHHHHHHHHHTTSEEEEEGGGGTTLLBLSEEEEELSGGGLBHHHHHHHHTTBLTTLEEEEEELTTSLLSLTTSLBHHHHHHHHSTTLTTEEEEELLGGGLLSLHHHHHHHHHHL | CCCCCCHHHHHHHHHHHHCCEEEEECCCCCCHHHHHHHHHHHHHHCCCCCEEEEEECCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHHCHHHHHHHHHCCCEEEEEHHHHCCCCECCEEEEECCHHHCEHHHHHHHHCCECCCCEEEEEECCCCCCCCCCCCEHHHHHHHHCCCCCCEEEEECCHHHCCCCHHHHHHHHHHC | DDDADDPLLVVQVVLQVPFQEEEEEEDPQLCVLLSLVVVQVVCCVVVLFQAEEEEEAQDDQPDDLVPPDDDPVVSSCVVCVVNVVSCCVNPNDVVVVVCVVVVRYYYDYLVVLAPAADERYEYEYEAQQADALVSLVRNVVNYDYSYHYYYYHYVVDYRDDPVTHRNVVVCCVPCVPPPNYYYRYDYLVSRPDDPVVSVVVVVVD | [769, 3050, 2739, 932, 1710, 2565, 3694, 160, 3303, 2605, 1472, 1920, 3422, 3961, 193, 32, 3740, 1701, 1496, 2108, 505, 109, 3061, 4070, 2722, 604, 2427, 924, 2942, 1207, 2940, 825, 3213, 3470, 2401, 523, 3055, 1728, 887, 3298, 3097, 1608, 3608, 1758, 1197, 2082, 3254, 195, 909, 1978, 56, 1717, 3550, 972, 35, 2762, 909... | 0.834219 | [15, 13, 6, 13, 13, 0, 3, 0, 0, 3, 0, 17, 9, 3, 17, 17, 0, 17, 5, 5, 5, 5, 5, 5, 5, 5, 17, 17, 4, 4, 0, 17, 0, 16, 9, 17, 4, 16, 16, 17, 9, 3, 0, 0, 3, 3, 9, 17, 17, 17, 17, 5, 5, 5, 5, 17, 17, 0, 6, 6, 6, 6, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 3, 3, 3, 0, 3, 16, 0, 17, 11, 16, 9, 16, 9, 16, 9, 11, 9, 9, 3, 3, 3, 3... | [37, 94, 69, 36, 94, 94, 126, 88, 88, 36, 117, 96, 108, 70, 96, 96, 71, 96, 49, 20, 49, 49, 81, 3, 3, 113, 87, 87, 9, 9, 88, 96, 46, 39, 112, 96, 46, 40, 39, 96, 117, 40, 117, 118, 72, 72, 7, 118, 96, 20, 20, 49, 81, 3, 3, 113, 57, 57, 42, 94, 69, 60, 98, 98, 37, 37, 98, 121, 121, 114, 114, 121, 114, 114, 28, 88, 40, 3... | [118, 140, 140, 320, 160, 478, 248, 180, 282, 320, 321, 122, 56, 91, 446, 344, 343, 20, 188, 42, 210, 210, 242, 188, 357, 114, 306, 47, 189, 189, 293, 306, 180, 475, 56, 50, 254, 219, 255, 344, 465, 207, 223, 148, 207, 183, 240, 148, 342, 336, 7, 443, 242, 454, 454, 357, 306, 211, 495, 116, 468, 18, 213, 213, 500, 445,... | [571, 800, 359, 800, 706, 86, 999, 805, 454, 107, 518, 439, 149, 441, 791, 265, 312, 819, 393, 995, 534, 393, 542, 393, 132, 48, 863, 143, 554, 842, 228, 119, 119, 294, 952, 417, 741, 867, 963, 439, 631, 519, 1008, 366, 5, 68, 763, 366, 830, 830, 506, 599, 373, 542, 954, 48, 166, 104, 986, 1002, 865, 180, 948, 473, 380... | [1796, 1162, 1694, 1010, 655, 1283, 717, 25, 585, 511, 1023, 1546, 257, 1256, 938, 597, 1079, 1546, 1056, 107, 1751, 1373, 2031, 1244, 176, 759, 181, 1851, 518, 97, 203, 827, 235, 1177, 1604, 365, 2037, 1248, 434, 561, 1669, 242, 725, 1918, 1444, 1731, 2020, 1918, 1612, 1612, 786, 1056, 933, 1996, 456, 841, 1184, 183, ... | [2852, 337, 337, 246, 628, 350, 1876, 1871, 350, 2447, 980, 1000, 606, 3547, 2598, 1420, 2513, 2821, 1917, 1917, 2497, 3171, 2583, 3427, 1581, 981, 1188, 3763, 2836, 3416, 2836, 2026, 1927, 3821, 1836, 110, 4001, 1116, 1319, 3048, 1318, 1157, 1228, 3307, 1165, 1165, 3467, 1642, 3362, 2015, 2015, 3675, 1085, 2640, 3171,... |
1 | LLTLSDIGLSVHRYSNRLDVFTQALEGGKALGDVSVDVYDDNGKVVAQGKTDSDGHARLPLPAKAAVVLAHKDEQTSMLRLNSSALDLAEFDISGPQAHPLQFFIFGPRDLYRPGETVLLNGLLRDSDGKNVKPQPITVEVRRPDDQVSRKFVWEADSSGFYQYQLQLAEEAPTGRWQLVFDLGDGKPQLYEFKVEDFLPERLALELKGSDAPVAPADNPEFDITGRYLYGAPASGNTLTGQVYVRPLREAVAKLPGYQFGSITE | 102086_1_training | LLLLLSEEEEEEELSSEEEEEEEETTTTLBLLSLEEEEELTTSLEEEEEELLTTSEEEEELLTTLLEEEEEETTEEEEEESSSLLLLGGGSLLSLLSLLSEEEEEELSLSEELTTLEEEEEEEEEETTSLBLLLLLEEEEEELTTSLEEEEEEELLLTTSEEEEEEELLTTLLLEEEEEEEELSSSLLEEEEEEELLLLLLLEEEEEEELSSLLLTTSLLLEEEEEEETTSLBLTTLLLLLLLLLLLLSSLLLLLTTLLLLLLLL | CCCCCCEEEEEEECCCEEEEEEEECCCCCECCCCEEEEECCCCCEEEEEECCCCCEEEEECCCCCCEEEEEECCEEEEEECCCCCCCHHHCCCCCCCCCCEEEEEECCCCEECCCCEEEEEEEEEECCCCECCCCCEEEEEECCCCCEEEEEEECCCCCCEEEEEEECCCCCCCEEEEEEEECCCCCCEEEEEEECCCCCCCEEEEEEECCCCCCCCCCCCEEEEEEECCCCECCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC | DDFDFQWDWDWDDDPWKIKIAIAGVVPRQGDFQKKKFWAFPVRDTPWIDTGHNRRIDIITDDPGGFKMWIDDDPGIDIDGPPPDPVCPCVVVVVPPPQPQKDKDKDWPAQEAEAQDKTKIKIAIAGSVRHHDDWDWKWKFKAAQVRDTPDIDIWTADPVRMTIDIDGGHNPRDWDKMWMWIDPPPPDTDIDIGTYDPDDPQDWDKDKDWDPDDDDPPDDTDIDIWTDGPVGHGPPPDDDDDDDDDDPCPDPPPDDPPDDDDPPDD | [1708, 709, 1142, 200, 1823, 504, 3360, 3984, 1466, 3420, 3270, 3798, 3106, 1973, 2983, 937, 2590, 1962, 607, 3384, 3570, 3178, 1179, 1578, 2549, 3842, 2454, 82, 2545, 603, 2510, 283, 2741, 1637, 359, 3550, 1066, 3662, 80, 286, 1105, 1416, 3660, 1412, 1992, 1651, 2105, 3619, 1419, 615, 2463, 4057, 1401, 3631, 2441, 461... | 0.797662 | [15, 15, 15, 14, 14, 12, 12, 12, 12, 1, 1, 1, 14, 14, 14, 14, 14, 1, 1, 1, 1, 12, 7, 7, 7, 6, 6, 7, 7, 7, 7, 7, 7, 12, 1, 1, 1, 12, 7, 7, 6, 7, 7, 7, 14, 12, 12, 1, 1, 12, 12, 7, 7, 7, 7, 12, 12, 1, 1, 1, 1, 12, 6, 7, 7, 7, 12, 1, 1, 1, 12, 14, 15, 15, 14, 14, 1, 1, 14, 12, 12, 6, 6, 13, 13, 3, 3, 3, 3, 3, 3, 3, 3, 3, ... | [44, 44, 25, 21, 5, 58, 103, 103, 54, 38, 54, 86, 21, 103, 21, 115, 86, 54, 54, 65, 65, 29, 58, 58, 58, 31, 111, 58, 120, 19, 64, 64, 62, 0, 65, 65, 65, 0, 58, 61, 31, 61, 61, 58, 115, 29, 99, 54, 54, 103, 29, 64, 116, 61, 64, 29, 0, 38, 54, 54, 10, 66, 41, 31, 61, 58, 29, 65, 65, 65, 54, 115, 25, 25, 115, 103, 86, 86,... | [179, 366, 366, 486, 35, 69, 346, 69, 109, 175, 202, 202, 276, 494, 276, 276, 241, 279, 175, 216, 429, 135, 462, 462, 462, 275, 239, 462, 412, 214, 214, 259, 44, 53, 429, 279, 216, 53, 493, 257, 1, 139, 257, 493, 69, 110, 95, 279, 59, 95, 253, 44, 228, 352, 214, 135, 253, 175, 279, 201, 201, 399, 326, 319, 257, 319, 39... | [663, 1016, 426, 426, 901, 20, 785, 608, 772, 733, 229, 229, 258, 556, 651, 471, 47, 548, 733, 910, 644, 370, 185, 35, 185, 695, 882, 273, 684, 512, 316, 968, 181, 178, 644, 733, 910, 123, 185, 1005, 0, 255, 1005, 906, 243, 608, 940, 67, 246, 123, 418, 450, 316, 889, 83, 167, 123, 229, 733, 548, 548, 541, 858, 875, 100... | [1233, 1835, 1233, 1633, 99, 302, 33, 824, 142, 986, 892, 5, 1768, 2017, 268, 1575, 93, 1239, 644, 790, 189, 464, 96, 530, 96, 1797, 598, 1610, 1182, 1467, 23, 1863, 1850, 1168, 459, 986, 330, 1929, 917, 1395, 989, 1053, 1395, 1688, 1839, 1321, 1747, 1239, 1567, 142, 379, 0, 919, 893, 1706, 1153, 1929, 644, 644, 188, 5... | [1355, 3877, 1417, 1417, 3254, 1926, 121, 121, 3949, 1376, 3004, 3295, 3069, 2781, 220, 3638, 3281, 3680, 3568, 3971, 3034, 2212, 1568, 2179, 264, 3129, 3997, 3787, 2939, 1405, 3060, 82, 326, 1852, 482, 1885, 3971, 1312, 831, 2207, 69, 308, 471, 1964, 2177, 862, 87, 3568, 190, 1852, 2212, 3060, 173, 793, 82, 3543, 2793... |
1 | LGEQIRALKAYPYGCLEQTASGLYPSLYADAATLKRLGLTGEPDAERKRKVEIGIERLLGMQRYNGSFGLWGSDSDEEYWLTAYVTDFLLRARDQGFAVPADSLKKANERLLRYLQDAGQIQVNYSQNAEHTRFAVQAYAGLVLSRSQQAPLAALRSLFDRRSDARSGLPLVQLAVALEKMGDKPRADLALTAGLAVGRKNEWLADYGSSLRDQALILALLEENDIAKDKRDERLFALADEVAASRYLSTQESNSLFLA | 102093_1_training | LHHHHHHHHTLLLLLHHHHHHHHHHHHHLLHHHHHHTTSLLLLHHHHHHHHHHHHHHHHHTBLTTSLBBSSSTTSLBLHHHHHHHHHHHHHHHHTTLLLLHHHHHHHHHHHHHHHHLGGGSLLSSLTTHHHHHHHHHHHHHHHHHTTTLSLHHHHHHHHTTGGGLSSHHHHHHHHHHHHHTTLHHHHHHHHHHHHHLLLLSSLLSSSLLHHHHHHHHHHHHHHTTLLHHHHHHHHHHHHHHHHHLSLLLHHHHHHHHHL | CHHHHHHHHCCCCCCHHHHHHHHHHHHHCCHHHHHHCCCCCCCHHHHHHHHHHHHHHHHHCECCCCCEECCCCCCCECHHHHHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHCHHHCCCCCCCCHHHHHHHHHHHHHHHHHCCCCCCHHHHHHHHCCHHHCCCHHHHHHHHHHHHHCCCHHHHHHHHHHHHHCCCCCCCCCCCCCHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHCCCCCHHHHHHHHHC | DQVQLVVLVPDPQDWLVSLLLNLLCLQPDDLVVCVVVNHHSDHNVVSLVSNLVSLVLQLQQQEPQLFGAGRGNPHDGQQLSLLVVLLSLVSSVVSVDDDDPVSNVSSLVLLQCLLQDLVSDDDDPFPQSLQLSLLSNLSSLLSCLVVPRRDLVSLVVSLVVLVSHQALQSLQSSLNSCVSNPNNVSSVVSNVVSVVHFHDPGDNSNPDDRLLSLLQSLLSCVVSVPPVVCNVVSVVVSVVVVVVDPHDDSSNVSSNVSD | [2566, 2914, 1112, 658, 2214, 3950, 1174, 1203, 3110, 2489, 1973, 3961, 3690, 2708, 1463, 3749, 2121, 220, 2200, 4060, 2451, 715, 484, 1821, 1218, 1031, 441, 1907, 1708, 3015, 1500, 3842, 2082, 1555, 3391, 2585, 405, 3985, 774, 2784, 2497, 3515, 820, 1311, 2874, 3607, 2629, 1472, 2439, 2814, 4031, 3355, 987, 2316, 2190... | 0.815938 | [3, 9, 3, 0, 9, 9, 3, 10, 10, 3, 9, 13, 13, 9, 0, 4, 10, 9, 10, 10, 16, 10, 10, 10, 4, 9, 10, 9, 9, 9, 9, 0, 0, 0, 0, 4, 9, 9, 9, 9, 0, 4, 0, 9, 11, 16, 9, 9, 16, 16, 16, 9, 11, 16, 10, 11, 9, 4, 4, 8, 8, 8, 8, 8, 8, 4, 4, 8, 8, 8, 8, 8, 8, 6, 19, 19, 8, 8, 4, 10, 4, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 9, 3, 3, 9, ... | [126, 40, 126, 71, 83, 36, 36, 112, 34, 28, 75, 23, 121, 14, 107, 107, 14, 124, 124, 32, 34, 32, 32, 34, 85, 67, 124, 83, 108, 67, 76, 74, 76, 76, 76, 76, 76, 7, 108, 67, 76, 85, 7, 112, 30, 40, 67, 1, 73, 73, 18, 112, 90, 73, 34, 12, 108, 14, 85, 118, 4, 27, 102, 27, 102, 45, 107, 107, 19, 4, 4, 4, 116, 42, 42, 42, 31... | [321, 219, 321, 173, 480, 345, 427, 422, 113, 81, 280, 452, 496, 70, 402, 30, 70, 354, 113, 377, 54, 8, 151, 22, 313, 2, 313, 2, 56, 163, 378, 249, 156, 145, 378, 378, 480, 465, 465, 480, 156, 97, 178, 105, 386, 219, 163, 438, 153, 127, 65, 384, 425, 153, 384, 338, 334, 70, 333, 369, 144, 286, 144, 286, 369, 349, 404, ... | [631, 867, 703, 841, 146, 1013, 28, 82, 82, 476, 236, 930, 134, 264, 369, 876, 544, 933, 49, 682, 964, 10, 895, 668, 157, 959, 140, 566, 920, 85, 709, 615, 676, 676, 347, 347, 342, 631, 32, 137, 402, 823, 583, 85, 75, 770, 137, 354, 1011, 61, 874, 936, 311, 61, 489, 290, 469, 400, 101, 15, 837, 588, 493, 588, 710, 826,... | [1669, 2036, 1669, 1524, 54, 651, 1595, 921, 1680, 1086, 349, 234, 2024, 659, 715, 114, 436, 949, 927, 1097, 87, 1097, 292, 1140, 239, 1016, 1051, 133, 1604, 171, 1380, 65, 1296, 65, 65, 1380, 1707, 1301, 681, 54, 206, 1380, 1067, 413, 49, 355, 286, 695, 862, 439, 129, 1604, 1104, 439, 921, 134, 695, 593, 1993, 1592, 1... | [2289, 3807, 3330, 995, 3334, 1423, 1025, 3740, 796, 3658, 2785, 1142, 2313, 2378, 2206, 676, 2082, 2853, 2677, 3620, 3326, 2871, 358, 566, 1719, 175, 3275, 1843, 111, 4063, 89, 235, 730, 3674, 3674, 2367, 2196, 206, 2493, 3530, 570, 3448, 206, 432, 2046, 2229, 89, 1288, 3549, 3549, 1440, 1888, 49, 90, 2262, 3865, 721,... |
1 | MLAKRSIALTAATLLREPILRREDIADSLLARDILADARQQATQILALEQEKAEHLQQQALAQFWENANAFLGELQVQREALQEQAMTAVEELLSESLRHLLDDTTLAERARALARNLAASQLNEAVATLSVHPQIADAVAEWLADSRFSEHWQLKRDATIASDSLRLSDANGAFDIAWADLRKGLLGVEPAA | 102188_1_training | LLLLLLLLLLTTTTTTSLLLLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHSSLHHHHHHHHHHHHHHHLLSLLLEEEEELHHHHHHHHHHHHHSTTTTTEEEEELTTSLTTEEEEELSSLEEEEEHHHHHHHHHLLLLLL | CCCCCCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCHHHHHHHHHHHHHHHCCCCCCEEEEECHHHHHHHHHHHHHCCCCCCEEEEECCCCCCCEEEEECCCCEEEEEHHHHHHHHHCCCCCC | DPPPDPDPPDVVNVPPPPPPPPVNVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVLVVQLVVVVVVLVPQDLLNLLLVVVVVVVVPDPDLAQKEKEAAPVNQVSVVVNCVVDPNVVRYHYDHDNVDDNQKIWIDGPVGIDIDGPVVVNCVVNVDDPPD | [754, 2501, 200, 2372, 1310, 2545, 1973, 1084, 747, 741, 915, 247, 588, 3148, 1265, 1187, 3583, 675, 3611, 1126, 2852, 182, 3954, 1800, 1197, 3954, 588, 2056, 987, 123, 1800, 588, 264, 264, 588, 1197, 3961, 3101, 264, 1197, 1197, 1450, 588, 1197, 264, 588, 264, 137, 264, 1450, 588, 588, 1450, 264, 1476, 588, 588, 3961,... | 0.833347 | [15, 15, 15, 15, 13, 13, 13, 13, 3, 3, 3, 3, 13, 13, 13, 3, 3, 13, 13, 3, 3, 3, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, ... | [24, 24, 98, 98, 98, 98, 98, 121, 121, 123, 28, 121, 121, 121, 121, 123, 121, 121, 121, 28, 123, 72, 127, 127, 127, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, ... | [222, 222, 331, 331, 238, 238, 238, 466, 129, 129, 129, 474, 466, 466, 129, 129, 129, 466, 466, 129, 266, 266, 477, 477, 511, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15... | [470, 470, 12, 12, 357, 357, 357, 948, 19, 602, 602, 622, 19, 19, 19, 602, 19, 19, 19, 19, 602, 448, 44, 44, 894, 322, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 182, 1... | [740, 740, 740, 710, 1215, 1215, 1989, 993, 1867, 1565, 1565, 777, 777, 777, 1867, 1565, 1565, 777, 1586, 1867, 1226, 1226, 20, 20, 20, 363, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906,... | [1881, 1881, 1881, 1687, 3668, 3668, 1687, 3233, 2535, 2535, 2535, 671, 1796, 1796, 1796, 2512, 2512, 1796, 2432, 2535, 1361, 2252, 2252, 2252, 2408, 1544, 1544, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 14... |
End of preview. Expand in Data Studio
DeepSoluE Dataset with ESMFold Structural Sequence
- Description: Solubility is a fundamental protein property that has important connotations for therapeutics and use in diagnosis.
- Number of labels: 2
- Problem Type: single_label_classification
- Columns:
- aa_seq: protein amino acid sequence
- foldseek_seq: foldseek 20 3di structural sequence
- ss8_seq: DSSP 8 secondary structure sequence
Github
Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models
https://github.com/tyang816/SES-Adapter
VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning
https://github.com/ai4protein/VenusFactory
Citation
Please cite our work if you use our dataset.
@article{tan2024ses-adapter,
title={Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models},
author={Tan, Yang and Li, Mingchen and Zhou, Bingxin and Zhong, Bozitao and Zheng, Lirong and Tan, Pan and Zhou, Ziyi and Yu, Huiqun and Fan, Guisheng and Hong, Liang},
journal={Journal of Chemical Information and Modeling},
year={2024},
publisher={ACS Publications}
}
@article{tan2025venusfactory,
title={VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning},
author={Tan, Yang and Liu, Chen and Gao, Jingyuan and Wu, Banghao and Li, Mingchen and Wang, Ruilin and Zhang, Lingrong and Yu, Huiqun and Fan, Guisheng and Hong, Liang and Zhou, Bingxin},
journal={arXiv preprint arXiv:2503.15438},
year={2025}
}
- Downloads last month
- 28