VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning
Paper
•
2503.15438
•
Published
•
4
Datasets:
name
stringlengths 13
19
| aa_seq
stringlengths 4
638
| foldseek_seq
stringlengths 4
638
| ss8_seq
stringlengths 4
638
| label
stringclasses 737
values | stru_token_20
stringlengths 108
10.1k
| stru_token_128
stringlengths 106
10.8k
| stru_token_512
stringlengths 125
12.4k
| stru_token_1024
stringlengths 124
12.9k
| stru_token_2048
stringlengths 149
15k
| stru_token_4096
stringlengths 156
14.9k
|
|---|---|---|---|---|---|---|---|---|---|---|
1s4d_A-P21631
|
MIDDLFAGLPALEKGSVWLVGAGPGDPGLLTLHAANALRQADVIVHDALVNEDCLKLARPGAVLEFAGKRGGKPSPKQRDISLRLVELARAGNRVLRLKGGDPFVFGRGGEEALTLVEHQVPFRIVPGITAGIGGLAYAGIPVTHREVNHAVTFLTGHDSSGLVPDRINWQGIASGSPVIVMYMAMKHIGAITANLIAGGRSPDEPVAFVCNAATPQQAVLETTLARAEADVAAAGLEPPAIVVVGEVVRLRAALDWIGALDGRKLAADPFANRILRNPA
|
DVVVLCVPPDALFWLAEEEAECELEDNVQGDPVLLNLQCHFQEEEEEPRRHVVNNVSHHPNRHYHYQYDDPPDDGQDVVNVLVVSNVRSVVGTSYYHYYYAFCPQPVCVVVSVVSCVVSVGHYDYHTGHHCLAQLVLLLQFHQDDPLWDDFEDEEECDDPVRHRPPPDPLLCCLVPHQKYKYFPNLVPLLVSLVSSVVSPDDQFWKKKKWASGPDPPTDIDIGGSVCVNVVCVVVVDDDPIMMMTHPSVLSSLQGNVVVVVVPRDRDPCSVPVDPPPDDD
|
LHHHHHTTSLLLLTTEEEEEELBSSLGGGLLHHHHHHHHHLSEEEELTTSLHHHHTTSLTTLEEEELSLLTTSLLLLHHHHHHHHHHHHHTTLEEEEEESBLTTSSSLHHHHHHHHHHTTLLEEEELLLLIIIIIHHHTTLLSLLTTTLSLLEEEESSLTTSSLLTTLLHHHHHHHLSSEEEESLGGGHHHHHHHHHHTTLLTTLEEEEEESTTSTTLEEEEEETTTHHHHHHHHTLLSSEEEEESGGGGGHHHHLHHHHHTTLLLLSLTTTTSLLLLLL
|
360
|
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|
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|
3ahq_A-Q96HE7
|
HGEEQPPETAAQRCFCQVSGYLDDCTCDVETIDRFNNYRLFPRLQKLLESDYFRYYKVNLKRPCPFWNDISQCGRRDCAVKPCQSDEVPDGIKSASYKYSEEANNLIEECEQAERLGAVDESLSEETQKAVLQWTKHDDSSDNFCEADDIQSPEAEYVDLLLNPERYTGYKGPDAWKIWNVIYEENCFKPQTIKRPLNPLASGQGTSEENTFYSWLEGLCVEKRAFYRLISGLHASINVHLSARYLLQETWLEKKWGHNITEFQQRFDGILTEGEGPRRLKNLYFLYLIELRALSKVLPFFERPDFQLFTGNKIQDEENKMLLLEILHEIKSFPLHFDENSFFAGDKKEAHKLKEDFRLHFRNISRIMDCVGCFKCRLWGKLQTQGLGTALKILFSEKLIANMPESGPSYEFHLTRQEIVSLFNAFGRISTSVKELENFRNLLQNIH
|
PPPPDDPDFLLCLQPVLVAQDQPQFNDGLVLVLCLLPPPFQVLLVVLCPDLLQFKAWAQLPDAQPPDDDFDAQPFPLLDFDFDDPVVAFPQVVCVVPPDDPVNVVVVVVCVVVVPDDPDPPPDDPVNVVVVVVLLVVQVVPQALADPRPSVDPSTTIGGCVVQDQEASVPDDDLVQVLVQCLVVVLPLDDPPDDDRDDLLDPPPDPPPPDDPVNSLVVGDLLSVLVVLLVLLLVLLSQLRHQAQPFPDDDPVDTDTGHDLVSLCCQRRCVNRVHSNNVSVSSVVVNLLLLLLLLLLCLLVLPAPPDWRTRPDVVVRVVSSVSSNSSNVSSVPSPGHGDCCVRCVDDPVSLVVSSVSSSVSLHSSNSSLSSHSRSSCSVLSNLLSLLSSLSVSSSSCSVLSVPADSDDDSSNDDDDSSNVSSNSVNSSSSSVSSVSSVVSSVVRPPGD
|
LLLLLLLLLHHHHHHTTSSSBLTTSSLBHHHHHHHIIIIIHHHHHHHHTSHHHHEEEELSLLLLSSLSLLLLLLSGGGLLLLLLTTTSLHHHHGGGSLLLHHHHHGGGGGGGGTTSLLLLLLLLHHHHHHHHHHHHHHHHHSLSSLLLLTTSTTLEEEETTTSLLLLLLLLSHHHHHHHHHHHHHTLLSLTTSLSLLLTTLLLSLLLLSLLHHHHHTTSLHHHHHHHHHHHHHHHHHHHHHHHTEEEEELSSLEEEELLHHHHHHHHLTTTTTTHHHHHHHHHHHHHHHHHHHHHHHHHHHHSTTLLLLSSLHHHHHHHHHHHHHHHHHHHTLSSLLLHHHHSLSLHHHHHHHHHHHHHHHHHHHHHHTTLSLHHHHHHHHHHHHHHHHHHHHHHTHHHHHTLLSSSLLSSLLLLHHHHHHHHHHHHHHHHHHHHHHHHHHHHTTLL
|
324
|
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|
5dka_A-Q96EQ8
|
MGSVLSTDSGKSAPASATARALERRRDPELPVTSFDCAVCLEVLHQPVRTRCGHVFCRSCIATSLKNNKWTCPYCRAYLPSEGVPATDVAKRMKSEYKNCAECDTLVCLSEMRAHIRTCQKYIDKYGPLQELEETAARCVCPFCQRELYEDSLLDHCITHHRSERRPVFCPLCRLIPDENPSSFSGSLIRHLQVSHTLFYDDFIDFNIIEEALIRRVLDRSLLEYVNHSNTT
|
DDDDDDDDDDDDDDDDDDDDDPPVDPDPLPPPPDCAAPQVRHREDQWFAFPVGDIHHLQRLVVCVVVDVQADPPPRDHTPDSHGGPVVSVVVLQVDWDQDPFPRDIDRSNCVLVCLQVPPRNCVPPNHDDDPPCPQPWFAQFPPRDIDRLVCNLVCCVVPPVPPQDQDFDRCVVVDPPDDRDRDNDDPNVVCVPPPPPPCVVVPPVVVVVVVVVVVVVVVVVVVVVVVVVVD
|
LLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLBLTTTSSBLSSEEELTTSLEEEHHHHHHHHHHSSSBLTTTLLBLSSSLEELHHHHHHTTSLEEELTTTLLEEETTTHHHHHTTLHHHHHHHLSLLLLLLLLLEEELTTTLLEEEGGGHHHHHHHHLTTLLLLLLLTTGGGSTTLLLLLLSSLHHHHHHHHTLTTLTTSLLHHHHHHHHHHHHHHHHHHHHHHHHTTL
|
130,270
|
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[940, 940, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 1787, 918, 1661, 1593, 1593, 1215, 1215, 1986, 1986, 1215, 1986, 1986, 993, 458, 993, 555, 55, 1275, 1363, 798, 333, 798, 1955, 1275, 1101, 1859, 1468, 728, 1647, 252, 888, 917, 917, 362, 1602, 888, 888, 1363, 155, 1622, 1941, 144, 766, 352, 843, 1555, 595, 1944, 546, 1329, 1681, 1392, 860, 327, 798, 18, 909, 122, 18, 327, 327, 327, 2026, 1031, 1688, 888, 553, 108, 968, 1048, 491, 1384, 1258, 1177, 1284, 1707, 114, 1009, 701, 96, 1242, 1859, 1859, 715, 1033, 692, 860, 96, 1766, 1127, 1009, 369, 1707, 1364, 1778, 1312, 866, 1245, 1332, 38, 429, 369, 260, 260, 63, 1296, 1296, 1548, 1296, 1392, 1411, 73, 1002, 1637, 234, 1867, 1478, 1041, 1392, 1055, 1055, 1242, 438, 692, 517, 1392, 1783, 1243, 1410, 108, 1127, 1055, 2042, 668, 1042, 174, 1272, 206, 999, 836, 1207, 1351, 227, 227, 1164, 1164, 1757, 732, 1631, 1924, 1220, 1009, 1695, 46, 445, 1584, 1238, 1039, 1039, 1039, 1039, 1093, 1773, 1446, 692, 1446, 1129, 1526, 2041, 1573, 174, 463, 595, 999, 1300, 1226, 696, 999, 1461, 1461, 1461, 1461, 1836, 1867, 1836, 1642, 230, 230, 1946, 230, 1459, 363, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1640, 1640, 1640, 1640, 368, 368]
|
[1462, 2125, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 3535, 1348, 3482, 3891, 644, 3891, 3392, 3074, 3074, 3074, 3074, 3074, 1056, 3540, 3233, 3474, 3990, 285, 2794, 2025, 1479, 2214, 2025, 285, 657, 1686, 383, 2064, 714, 714, 1481, 831, 2295, 3732, 2751, 2375, 1481, 2330, 714, 3466, 3950, 1400, 2395, 2513, 3902, 3396, 1537, 3863, 3306, 134, 663, 3936, 794, 100, 2025, 3617, 2282, 794, 165, 165, 165, 165, 881, 3972, 3787, 1, 3641, 3650, 3196, 1575, 2752, 3313, 3257, 0, 136, 136, 2411, 1746, 3641, 264, 3753, 1076, 3554, 2206, 744, 3765, 2134, 3139, 2507, 552, 1746, 136, 2411, 3112, 3491, 3639, 1537, 136, 3721, 3429, 136, 688, 2449, 688, 688, 235, 570, 3354, 2519, 2868, 266, 3116, 1896, 1785, 2637, 2535, 384, 2087, 901, 2198, 1653, 3753, 3641, 3765, 443, 1235, 2282, 2134, 3753, 3641, 552, 2198, 3446, 550, 2742, 2586, 3632, 1647, 1690, 142, 985, 363, 1690, 2683, 3704, 3704, 2133, 2540, 687, 1412, 802, 1736, 3885, 1966, 3446, 1791, 674, 2949, 840, 3961, 840, 526, 1384, 2643, 2830, 1203, 2830, 123, 307, 466, 1870, 627, 3220, 3529, 2524, 2030, 3017, 1690, 3183, 3183, 324, 1796, 1056, 2535, 2535, 3308, 3308, 3941, 3941, 3941, 1544, 1544, 1656, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 1435, 2937, 2937, 2937, 2937, 621, 621]
|
2yvp_A-Q5SJY9
|
MSPWERILLEEILSEPVRLVKERVRTHTGRELTYVYRPGPVAASFVLPVTERGTALLVRQYRHPTGKFLLEVPAGKVDEGETPEAAARRELREEVGAEAETLIPLPSFHPQPSFTAVVFHPFLALKARVVTPPTLEEGELLESLELPLTEVYALLAKGEIQDASTALTLFYAEPHLKRLGLL
|
DDQKAWPDKDFPDDPPATKIWTWIQHNVRDIDIAIAREDDWEKEFEFAAAPLLKTKWKQWQDVVVRGTAIGTQMDTQDDVGDSVNRNQVSCCAQPQKGAPDKDWFDKDDPCPSHYPYIYIYIYGYNIDRDDDHHDDDPIDMDIDMDHLVVVVVCLVVCRRVDPSRNVSNVRCVVVCVVVVSD
|
LLSSEEEEEEEEELSSSLEEEEEEELTTSLEEEEEEBLSSLEEEEEEEELTTSEEEEEEEEEGGGTEEEEELLEEELLTTLLHHHHHHHHHHHHSLEELSEEEELLLBLSLTTTBLLEEEEEEEESLEELSLLLLLTTLLEEEEEEEHHHHHHHHHHTLLLLHHHHHHHHHHHHHHHHHTLL
|
86
|
[15, 15, 6, 12, 12, 12, 12, 12, 1, 1, 1, 1, 14, 14, 15, 15, 15, 14, 12, 12, 1, 1, 1, 12, 12, 12, 7, 6, 14, 14, 12, 12, 1, 12, 1, 2, 2, 2, 5, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 19, 8, 8, 18, 18, 12, 12, 12, 12, 12, 12, 7, 6, 0, 6, 6, 6, 14, 7, 7, 18, 2, 18, 2, 2, 2, 18, 7, 14, 6, 6, 8, 19, 18, 0, 18, 17, 8, 0, 8, 7, 8, 7, 7, 7, 19, 7, 18, 2, 14, 2, 2, 2, 2, 18, 12, 2, 14, 19, 6, 15, 6, 19, 19, 19, 19, 19, 2, 2, 2, 2, 2, 2, 2, 2, 19, 2, 2, 7, 7, 7, 19, 19, 19, 19, 6, 15, 15, 14, 14, 14, 1, 12, 1, 1, 18, 18, 0, 3, 3, 9, 16, 11, 16, 16, 16, 11, 3, 9, 9, 8, 0, 3, 17, 18, 3, 0, 17, 4, 16, 0, 0, 16, 11, 9, 9, 3, 3, 16, 16, 9, 9]
|
[44, 25, 5, 66, 120, 0, 0, 103, 54, 86, 54, 54, 115, 115, 24, 24, 25, 115, 91, 54, 54, 65, 65, 0, 66, 16, 19, 111, 120, 89, 66, 103, 86, 99, 50, 91, 106, 91, 11, 11, 11, 15, 50, 77, 77, 77, 106, 91, 106, 77, 69, 102, 87, 59, 43, 80, 0, 0, 103, 29, 66, 58, 6, 110, 111, 111, 111, 115, 19, 58, 16, 16, 59, 77, 77, 92, 77, 58, 115, 111, 6, 104, 43, 77, 71, 43, 77, 43, 88, 116, 19, 116, 116, 116, 120, 116, 116, 43, 15, 5, 15, 15, 15, 91, 77, 16, 50, 89, 84, 53, 98, 42, 52, 43, 52, 11, 11, 92, 50, 50, 77, 77, 77, 106, 106, 26, 120, 120, 120, 120, 116, 116, 116, 116, 42, 122, 24, 24, 21, 89, 99, 80, 80, 48, 10, 53, 82, 82, 126, 126, 108, 17, 127, 35, 35, 35, 127, 97, 97, 108, 13, 107, 126, 43, 79, 40, 83, 43, 46, 39, 36, 117, 35, 127, 97, 67, 72, 72, 40, 40, 83, 108]
|
[472, 486, 231, 462, 135, 195, 109, 494, 279, 202, 279, 279, 84, 347, 203, 94, 243, 418, 135, 109, 279, 429, 429, 109, 462, 245, 462, 239, 126, 126, 307, 494, 494, 95, 107, 434, 498, 312, 27, 380, 200, 353, 155, 205, 387, 77, 387, 441, 77, 137, 406, 162, 473, 19, 3, 192, 192, 192, 346, 399, 45, 462, 239, 239, 239, 239, 239, 462, 139, 462, 348, 441, 172, 77, 77, 467, 205, 462, 324, 18, 239, 311, 360, 205, 178, 287, 205, 341, 293, 186, 395, 186, 433, 221, 340, 303, 420, 341, 137, 316, 312, 137, 120, 441, 441, 411, 36, 84, 391, 152, 190, 117, 167, 66, 66, 419, 353, 184, 304, 467, 467, 467, 387, 457, 498, 381, 130, 131, 130, 130, 303, 278, 303, 303, 433, 406, 5, 426, 276, 241, 442, 107, 48, 469, 170, 325, 237, 237, 178, 248, 274, 197, 511, 471, 471, 471, 511, 197, 502, 247, 365, 365, 177, 287, 341, 256, 460, 379, 254, 288, 478, 20, 339, 338, 459, 502, 207, 207, 224, 224, 378, 219]
|
[663, 796, 761, 273, 818, 773, 515, 653, 67, 390, 548, 548, 214, 781, 764, 817, 70, 214, 216, 772, 67, 637, 644, 515, 273, 273, 35, 419, 277, 148, 273, 772, 653, 178, 738, 112, 513, 52, 158, 158, 642, 838, 843, 585, 97, 97, 1004, 738, 492, 285, 926, 627, 970, 891, 9, 221, 767, 123, 502, 123, 273, 858, 218, 1015, 218, 218, 695, 684, 900, 273, 788, 223, 296, 97, 950, 517, 988, 185, 94, 419, 1015, 276, 463, 585, 583, 786, 585, 485, 840, 332, 656, 344, 332, 226, 226, 111, 2, 9, 328, 947, 634, 838, 220, 738, 223, 752, 517, 289, 58, 462, 632, 174, 501, 58, 58, 562, 657, 247, 517, 517, 990, 517, 97, 1004, 649, 406, 965, 950, 226, 684, 355, 111, 111, 111, 81, 437, 240, 240, 651, 289, 47, 6, 551, 834, 136, 388, 165, 358, 98, 595, 480, 298, 362, 451, 451, 451, 114, 324, 85, 342, 228, 327, 446, 786, 579, 652, 337, 786, 741, 972, 98, 805, 110, 5, 652, 85, 128, 5, 313, 313, 146, 7]
|
[19, 1897, 1897, 394, 394, 694, 135, 290, 1239, 5, 389, 1239, 13, 714, 283, 503, 829, 1734, 1926, 1352, 1567, 232, 459, 1713, 394, 394, 1467, 1053, 619, 1341, 1599, 1562, 290, 600, 276, 332, 596, 332, 634, 556, 345, 1072, 1614, 465, 465, 858, 771, 1866, 771, 760, 1274, 749, 136, 944, 980, 2039, 1874, 1424, 508, 1156, 1610, 1395, 1103, 1910, 1103, 1103, 1053, 822, 438, 1610, 1974, 858, 797, 465, 220, 455, 980, 1706, 962, 1020, 1559, 1810, 1250, 1503, 1067, 578, 2009, 929, 1433, 435, 1977, 735, 435, 850, 850, 1583, 1977, 1719, 596, 446, 332, 1718, 1703, 84, 326, 872, 1550, 303, 1463, 958, 1757, 532, 1789, 1726, 1285, 1087, 1473, 1914, 1550, 1550, 1154, 1154, 465, 57, 596, 1492, 1069, 965, 1182, 1070, 893, 1583, 1174, 1174, 1934, 1880, 486, 931, 1753, 1211, 93, 1826, 1826, 1088, 1100, 1843, 106, 1440, 511, 443, 643, 1541, 1050, 934, 1456, 934, 560, 942, 133, 1761, 203, 1433, 1536, 1185, 1074, 395, 1628, 584, 562, 1829, 1904, 161, 1811, 1635, 395, 1656, 1731, 1444, 1111, 1639, 1555, 1604]
|
[3715, 1428, 1594, 2808, 2340, 3018, 3292, 1565, 3680, 3841, 3680, 3680, 2177, 220, 320, 1776, 3500, 152, 1119, 3690, 190, 509, 509, 3287, 2808, 2808, 3139, 1427, 694, 3993, 423, 3949, 934, 3444, 784, 3930, 2472, 3323, 297, 297, 1658, 944, 3882, 2804, 1374, 1109, 2837, 2353, 133, 233, 2203, 1825, 2882, 1338, 2305, 3449, 829, 1612, 121, 1612, 528, 3732, 335, 2224, 335, 335, 2851, 3764, 1568, 1568, 896, 3774, 273, 3819, 826, 1932, 2741, 1568, 1237, 2282, 410, 3062, 1232, 218, 1180, 3596, 2216, 3466, 1031, 62, 2235, 62, 26, 616, 616, 1650, 3265, 3152, 944, 2725, 1136, 3758, 1589, 1583, 2741, 3964, 1583, 1019, 247, 3312, 1703, 1064, 854, 247, 2926, 2467, 517, 517, 3024, 927, 1205, 1205, 3819, 1224, 2472, 2343, 574, 3107, 616, 2219, 1937, 1650, 1937, 3475, 3974, 3894, 427, 610, 1176, 429, 765, 23, 1455, 198, 2764, 1338, 3063, 3194, 2617, 3430, 624, 2274, 2331, 2301, 561, 1720, 2331, 2921, 1982, 3770, 3442, 1031, 1065, 415, 2208, 1829, 2061, 415, 4001, 3206, 1755, 1000, 930, 3777, 3467, 908, 1206, 558, 2079, 2079, 3334, 111]
|
3dwf_A-Q6QLL4
|
NEKFRPEMLQGKKVIVTGASKGIGREIAYHLAKMGAHVVVTARSKEALQKVVARCLELGAASAHYIAGSMEDMTFAEEFVAEAGNLMGGLDMLILNHVLYNRLTFFHGEIDNVRKSMEVNFHSFVVLSVAAMPMLMQSQGSIAVVSSVAGKITYPLIAPYSASKFALDGFFSTLRSEFLVNKVNVSITLCILGLIDTETAIKATSGIYLGPASPKEECALEIIKGTALRQDEMYYVGSRWVPYLLGNPGRKIMEFLSAAEYNWDNVLSNEKLYGRW
|
FPDDDLLLLAQAQEEFEPCLFFLNLLLLLSSLLSQHAYEYEDADPVSQVVSQVNSVVNHHVHYHYDYDALLDLVCLLVVLVVSCVVSVFHAEYELDDFDQDAQDADDPPVVLLVSRQSRLPVSVVSNCVSRQVRCLVNLHEYEREAEVLLQDPDHRQVSNSVNRVNCCVVQVVVQVVCVLVVRSYFYEYEYEAAAPIPSSCVRPVPNPDDDHDYSNVSSVQSVRCGSSSPNYGYDHPDPCVCVVRVPPVVVVVVVVCVVVDPSVCVVPDCVNVDPN
|
LLLLLGGGGTTLEEEEETTTSHHHHHHHHHHHHTTLEEEEEESLHHHHHHHHHHHHHTTLSEEEEEELLTTLHHHHHHHHHHHHHHHTSLSEEEELLLLLLLLLLLSLLHHHHHHHHIIIIIHHHHHHHHHHHHHHHHTLEEEEELLGGGTSLLTTLHHHHHHHHHHHHHHHHHHHHHHHTTLLLEEEEEEELLBLLHHHHHHHTTTLLLLLBLHHHHHHHHHHHHHTTLSEEEESSLSSHHHHHSLHHHHHHHHHHGGGSLHHHHHHLGGGLLTT
|
457
|
[11, 11, 3, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 3, 3, 13, 13, 6, 9, 4, 4, 17, 4, 4, 17, 17, 17, 5, 5, 5, 5, 17, 6, 17, 17, 4, 4, 4, 17, 10, 10, 9, 4, 10, 10, 4, 4, 10, 4, 4, 17, 17, 5, 5, 5, 5, 19, 17, 17, 17, 9, 4, 17, 0, 11, 10, 4, 11, 10, 4, 4, 10, 10, 4, 4, 17, 17, 17, 5, 5, 5, 17, 19, 17, 4, 4, 4, 10, 10, 4, 10, 10, 16, 9, 4, 9, 11, 17, 4, 11, 17, 17, 4, 4, 17, 17, 5, 5, 5, 19, 19, 19, 8, 8, 8, 8, 8, 8, 7, 6, 8, 15, 3, 9, 9, 11, 9, 10, 10, 10, 4, 10, 4, 4, 4, 10, 10, 10, 4, 10, 10, 10, 4, 16, 16, 4, 4, 9, 0, 17, 17, 8, 17, 17, 5, 5, 5, 5, 5, 5, 17, 17, 17, 0, 9, 4, 4, 13, 0, 8, 6, 8, 4, 10, 4, 9, 10, 10, 4, 9, 9, 9, 17, 11, 11, 9, 3, 11, 11, 3, 11, 11, 3, 3, 16, 3, 3, 9, 17, 17, 17, 5, 5, 5, 5, 5, 5, 19, 19, 17, 17, 17, 0, 0, 8, 0, 0, 0, 0, 0, 13, 13, 8, 6, 6, 19, 19, 19, 17, 4, 10, 10, 17, 16, 16, 9, 17, 4, 9, 17, 5, 17, 8, 5, 5, 5, 5, 17, 17, 17, 19, 19, 13, 13, 3, 3, 13, 3, 3, 9, 9, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 16, 3, 3, 11, 11, 3, 3, 3, 3, 9, 3, 3, 13, 13, 13, 13, 13, 13, 0, 13]
|
[12, 12, 30, 30, 72, 12, 127, 127, 127, 90, 90, 90, 90, 90, 90, 90, 127, 127, 127, 127, 127, 72, 123, 110, 94, 55, 83, 9, 45, 8, 101, 101, 101, 20, 20, 49, 49, 81, 3, 113, 84, 87, 101, 14, 14, 46, 101, 45, 93, 46, 101, 93, 93, 101, 101, 93, 45, 101, 101, 20, 49, 3, 3, 3, 113, 87, 87, 57, 108, 46, 96, 71, 68, 1, 101, 70, 105, 85, 101, 105, 105, 101, 101, 20, 20, 20, 3, 3, 113, 87, 84, 87, 101, 124, 124, 105, 34, 124, 34, 34, 73, 46, 14, 1, 70, 96, 46, 70, 96, 20, 14, 118, 96, 20, 49, 49, 20, 113, 52, 69, 13, 27, 55, 27, 4, 116, 61, 42, 13, 98, 114, 75, 112, 127, 75, 34, 34, 105, 124, 105, 14, 27, 27, 14, 105, 105, 85, 1, 32, 34, 46, 1, 17, 118, 46, 108, 76, 20, 101, 118, 20, 101, 20, 49, 49, 49, 49, 20, 20, 20, 20, 57, 117, 85, 9, 119, 74, 55, 6, 6, 27, 105, 27, 75, 105, 105, 85, 76, 67, 67, 117, 35, 70, 108, 70, 90, 70, 126, 35, 127, 125, 125, 35, 40, 125, 67, 46, 101, 20, 49, 20, 49, 49, 20, 3, 52, 84, 118, 118, 118, 78, 33, 4, 23, 7, 74, 74, 119, 119, 95, 47, 95, 42, 122, 84, 84, 87, 46, 46, 105, 46, 18, 73, 1, 96, 45, 108, 96, 20, 101, 27, 20, 20, 20, 20, 113, 96, 113, 52, 84, 121, 121, 30, 28, 121, 28, 123, 23, 108, 70, 90, 127, 90, 90, 90, 90, 90, 90, 90, 127, 40, 30, 123, 127, 30, 28, 30, 28, 28, 97, 72, 72, 119, 119, 119, 121, 114, 37, 94, 98]
|
[432, 432, 291, 291, 207, 207, 511, 511, 511, 218, 218, 218, 218, 15, 15, 15, 218, 218, 511, 477, 477, 477, 11, 294, 160, 208, 105, 382, 374, 315, 55, 55, 82, 327, 42, 42, 210, 242, 454, 114, 182, 306, 299, 70, 349, 165, 451, 374, 463, 254, 55, 463, 440, 55, 55, 374, 40, 55, 55, 42, 42, 210, 188, 114, 114, 169, 47, 446, 87, 165, 50, 478, 425, 283, 481, 91, 398, 481, 82, 272, 22, 82, 82, 336, 336, 336, 357, 188, 357, 169, 211, 451, 299, 191, 436, 250, 113, 113, 113, 22, 26, 254, 480, 458, 91, 344, 404, 338, 344, 114, 404, 148, 342, 42, 210, 104, 188, 114, 169, 169, 317, 232, 340, 286, 99, 186, 208, 204, 90, 213, 474, 280, 146, 281, 345, 22, 65, 463, 191, 272, 349, 382, 349, 70, 463, 199, 97, 22, 22, 22, 154, 479, 54, 148, 165, 13, 61, 342, 342, 369, 379, 342, 42, 210, 210, 210, 210, 42, 336, 114, 451, 296, 180, 165, 97, 215, 17, 397, 407, 147, 382, 458, 40, 145, 199, 22, 301, 465, 438, 465, 122, 46, 338, 244, 321, 218, 91, 89, 46, 511, 168, 168, 471, 256, 267, 378, 50, 336, 336, 210, 188, 210, 188, 42, 74, 419, 501, 371, 371, 371, 289, 157, 369, 125, 262, 284, 284, 106, 292, 496, 364, 117, 174, 381, 117, 66, 371, 165, 154, 154, 50, 322, 127, 479, 50, 349, 247, 344, 188, 308, 232, 188, 42, 188, 188, 188, 306, 114, 501, 23, 294, 500, 149, 332, 452, 129, 477, 235, 177, 24, 281, 281, 281, 281, 281, 15, 15, 15, 218, 281, 370, 477, 129, 477, 149, 266, 11, 129, 81, 146, 477, 477, 332, 198, 198, 294, 500, 500, 487, 238]
|
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5o32_D-P05156
|
KVTYTSQEDLVEKKCLAKKYTHLSCDKVFCQPWQRCIEGTCVCKLPYQCPKNGTAVCATNRRSFPTYCQQKSLECLHPGTKFLNNGTCTAEGKFSVSLKHGNTDSEGIVEVKLVDQDKTMFICKSSWSMREANVACLDLGFQQGADTQRRFKLSDLSINSTECLHVHCRGLETSLAECTFTKRRTMGYQDFADVVCYTQKADSPMDDFFQCVNGKYISQMKACDGINDCGDQSDELCCKACQGKGFHCKSGVCIPSQYQCNGEVDCITGEDEVGCAGFASVTQEETEILTADMDAERRRIKSLLPKLSCGVKNRMHIRRKR
|
PPPPVPLLPFFDPVVVVVQDFQQQQLFWFAFLQWFDDPRGTAGHALVPFDQPAFWFAWPVQDIDSHPSSQVSVCSVPVRGATQATHHGDPQFDWDWAAPPDPDRQKHFIWIDHRPDPDIFFAFPVQDDQLLQQLSLLLSPQPQGFDPPDDDDRDDDPPPDQWHWRWDDPSLGNHSNQIWTWTDGDPDDTDTDITGRDDPPPDDDDPAWDQHSVRDIDGSLPQQQQDPNRSRQSSFQRGPHHDDQWDQALLSGTHDNVQQCPPDQGGPLSPSNPPPVPDDDPDDDDIHTPGDNNVVVSVVSLVPPQFAFFQDADDPPDPDDD
|
LLLLLLGGGSBLHHHHTTLLLTTBTTTSLLLTTEEEETTEEEELLGGGSLSLSLLEEETTSLEESSHHHHHHHHHHSTTLLEEEESSLLSSLLLEEEEESLSSTTEEEEEEELTTLSSLEEBBGGGLLHHHHHHHHHHTTLTTLBLSSLLLLLLSLLLLLSLLEEEELLSLLSSGGGSEEEELLLSSLLLBLEEEBLLTTSLSLLSSEEELTTSLEEEGGGTTSSSLLSSSSGGGSSBSSLSTTLEELTTSLEELGGGTTSSSLLSTTLGGGSLLTTLLLLLLLLLEELSLLHHHHHHHHHHTSLLLLLSLLLLLLLLLLL
|
448
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2y1o_A-P14900
|
MADYQGKNVVIIGLGLTGLSCVDFFLARGVTPRVMDTRMTPPGLDKLPEAVERHTGSLNDEWLMAADLIVASPGIALAHPSLSAAADAGIEIVGDIELFCREAQAPIVAITGSNGKSTVTTLVGEMAKAAGVNVGVGGNIGLPALMLLDDECELYVLELSSFQLETTSSLQAVAATILNVTEDHMDRYPFGLQQYRAAKLRIYENAKVCVVNADDALTMPIRGADERCVSFGVNMGDYHLNHQQGETWLRVKGEKVLNVKEMKLSGQHNYTNALAALALADAAGLPRASSLKALTTFTGLPHRFEVVLEHNGVRWINDSKATNVGSTEAALNGLHVDGTLHLLLGGDGKSADFSPLARYLNGDNVRLYCFGRDGAQLAALRPEVAEQTETMEQAMRLLAPRVQPGDMVLLSPACASLDQFKNFEQRGNEFARLAKELG
|
DDDPPPFAEEEEAQDLQSVLVQVVQVVVVHAYEYEYLAPDGPRPVVDDPPHHYDYNHDDLVSLCRGQEYEYELPDACPPPSNVVSVVVVRQYAYLVQVLLVQDPAAEEEEAEPDLQVVLQVLLVQLCVLLVAQEDGEEPNPNRSSVSDDPSHHYYYYYDALSNLVRHQRNLHLEYFHLAFDDDPCVSVVVPRVSRLVSRLSRCRNHQAYEYEPVHPSRAHPVGDDPRYFYEYDPDTQWYWDDDPNWIFTHHNRDTQGTCVLALDDAPSVSSSLSSSLVSCVSSVRDSVSSVVSRNPDNTDAQCQDFLDDDQQETETRVLVLAALVSVCRVQVVDDFPAAEEEEAEDAHSPDDNLVCLVSQDDPRYAYEAEDDCSVVVCVSPVPRYDYDHDPLVSLQVCLVVDHNRYYYDYNHNRFHVRPDPGSVVVRVVSSVSVVVRD
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LLLLTTLLEEEELLSHHHHHHHHHHHTTTLLLEEEESSSSLTTGGGSLTTSLEEESSLLHHHHHTLSEEEELTTSLTTSHHHHHHHHTTLEEELHHHHHHHHLLSLEEEEELSSSHHHHHHHHHHHHHHTTLLEEEEETTSSLGGGGLLTTLLEEEEELLHHHHTTLSLLLLSEEEELLLLLLLTTTLTTLHHHHHHHHHGGGTTLSEEEEETTLGGGSLTTLLLTTEEEEESSSSSEEEEEETTEEEEEETTEEEEEGGGSSLLSHHHHHHHHHHHHHHHHTTLLHHHHHHHHHHLLLLTTSSEEEEEETTEEEEELTTLLSHHHHHHHHTTLLLSSLEEEEEESBLTTLLLGGGGGGSLSTTEEEEEESTTHHHHHTTSTTTEEEESSHHHHHHHHGGGLLTTLEEEELLSSBSTTTSSSHHHHHHHHHHHHHHHL
|
432
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|
3rcd_A-P04626
|
RILKETELRKVKVLGSGAFGTVYKGIWIPDGENVKIPVAIKVLRENTSPKANKEILDEAYVMAGVGSPYVSRLLGICLTSTVQLVTQLMPYGCLLDHVRENRGRLGSQDLLNWCMQIAKGMSYLEDVRLVHRDLAARNVLVKSPNHVKITDFGLARLLDIDETEYHADGGKVPIKWMALESILRRRFTHQSDVWSYGVTVWELMTFGAKPYDGIPAREIPDLLEKGERLPQPPICTIDVYMIMVKCWMIDSECRPRFRELVSEFSRMARDPQRFVVIQNEDLGPASPLDSTFYRSLLEDDDMGDLVDAEEYLVPQQ
|
DADEPVQKAFDAWPDADDFATWTFIWGHPDPDPATATKIKGWGDDDPDPVVVVLQVSLLSNQRRDDDQQAWHFNYWYDDSTIITITFDQQQAFQLVNLQLCVLADDLLLLLLVLLSVLVQLLSCVVQQKFQQDQASNQWGHNDSNGIHGHNSSVIDHAPPSDQWDADDDDFHDLLLFALCCVPVVTTHSLRVLSSSLVRSVCSLQSNDDRPPPDASVCVNVCLVVVHGDDDRPFFDPVSVVLSVQSSDNDSVSHDGSVVSSVVSVVCSVVSCVGGPDPNNPRDDDDLCRRPSNVVVVPDPPPPRHDGPVNSVDDDP
|
LEELGGGEEEEEEEEELSSEEEEEEEELLTTLLLBEEEEEEEELLLLLHHHHHHHHHHHHHHHSLLLTTBLLEEEEEESSSEEEEEELLTTLBHHHHHHHTTTSLLHHHHHHHHHHHHHHHHHHHHTTBLLSLLSGGGEEEEETTEEEELLGGGLLBLLTTLSLEELLSLLLLGGGSLHHHHHHLEELHHHHHHHHHHHHHHHHTTSLLTTTTSLGGGHHHHHHTTLLLLLLTTBLHHHHHHHHHHTLSSSTTSLLHHHHHHHHHHHTTSHHHHBLLTTTTSLLLLGGGLHHHHHHHLLTTLSSBLLHHHHHSLLT
|
14,465
|
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3cio_A-P38134
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GVEAPEQLEEHGISVYATIPMSEWLDKRTRLRKKNLFSNQQRHRTKNIPFLAVDNPADSAVEAVRALRTSLHFAMMETENNILMITGATPDSGKTFVSSTLAAVIAQSDQKVLFIDADLRRGYSHNLFTVSNEHGLSEYLAGKDELNKVIQHFGKGGFDVITRGQVPPNPSELLMRDRMRQLLEWANDHYDLVIVDTPPMLAVSDAAVVGRSVGTSLLVARFGLNTAKEVSLSMQRLEQAGVNIKGAILNGVIKRASTAYSYGYNYYGYSYSEKE
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FDADPVLLVVVVFDALFEAAAFPVQCVVFWDDDPDVPDPDTDTDLAPRAQCCQVPVLTSRLVRLLSSLVSVVVVCVPFPFQEEEFAELAPPLCSVNSLLSNLLSVLVVVFAEEEEALALPDFRVCRHLVHDQQDFLVCQLVVNDDPVVQWDDSVSSNYIYGGSHHRDPDSQVSLLDVSVLVVRVVCRVVGNHYYYYHYHQVVDCSCLSSQVSGREYEYRGERSPHHSVSSSVSVVSSVVSVGHYPGYYYPHNDDGSSSCSPPVDDPPSPDPPPDD
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SLLSTHHHHTTTLLEEEEEELLHHHHHHHBLLLLLTTLLLLLBLLSSLLLHHHHLTTSHHHHHHHHHHHHHHHHTTTSSSSEEEEEESSTTSLHHHHHHHHHHHHHTTTLLEEEEELLTTTLLHHHHHTLLLSSSHHHHHHTSSLHHHHEEEETTTTEEEELLLSLLSLHHHHHTSHHHHHHHHHHHHHLSEEEEELLLTTTLTHHHHHHTTLSEEEEEEETTTSLHHHHHHHHHHHHHTTLLEEEEEEEEELLLHHHHHHHLLLLLLLLLLLLL
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14
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3vmq_A-Q99T05
|
QPVGKPPKKKKSKRILLKILLTILIIIALFIGIMYFLSTRDNVDELRKIENKSSFVSADNMPEYVKGAFISMEDERFYNHHGFDLKGTTRALFSTISDRDVQGGSTITQQVVKNYFYDNDRSFTRKVKELFVAHRVEKQYNKNEILSFYLNNIYFGDNQYTLEGAANHYFGTTVNKNSTTMSHITVLQSAILASKVNAPSVYNINNMSENFTQRVSTNLEKMKQQNYINETQYQQAMSQLNR
|
DPDDDPPPPDPDVVVVVVVVVVVVVVVVVLLVVLLVVLVVDDLVCLCVLVVDPLQDFLVQFQLLLLLLQCLQQPVCLQPDQQADPVVLVVLVVVVVVPDDNHDRGHLLLVLCCQPPPVPDDDPSNSSSSSSVSNVNSVPDHSRSSSSSSQSAFDQAPPRGHVQSNCCVLPVAGRRNPDPPTHHDASLNSNLSSLCSVPNPPADPVDGDPVSLVSSLVSLVSSCVSVSDDPVSSVVSNVVSVD
|
LLLLLLLLLLLLHHHHHHHHHHHHHHHHHHHHHHHHHHTTSLGGGGGGGGGSTTLLLGGGSLHHHHHHHHHHHLTTGGGSSSLLHHHHHHHHHHHHTTSLLLLLLLHHHHHHHHHHLTTLLLHHHHHHHHHHHHHHHHHSLHHHHHHHHHTSSLLSTTLLSHHHHHHHHHSLBSLTTLSSSLBLLHHHHHHHHHHTTSTTTLLSSSLLHHHHHHHHHHHHHHHHTTSSLHHHHHHHHHHHTL
|
103,461
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|
1j0e_A-Q7M523
|
SGVAKFAKYPLTFGPSPISNLNRLSQHLGSKVNVYAKREDCNSGLAFGGNKLRKLEYIVPDIVEGDYTHLVSIGGRQSNQTRMVAALAAKLGKKCVLIQEDWVPIPEAEKDVYNRVGNIELSRIMGADVRVIEDGFDIGMRKSFANALQELEDAGHKPYPIPAGCSEHKYGGLGFVGFADEVINQEVELGIKFDKIVVCCVTGSTTAGILAGMAQYGRQDDVIAIDASFTSEKTKEQTLRIANNTAKLIGVEHEFKDFTLDTRFAYPCYGVPNEGTIEAIRTCAEQEGVLTDPVYEGKSMQGLIALIKEDYFKPGANVLYVHLGGAPALSAYSSFFPTKTA
|
DDLVVAQFADAFPPQFDKAFLVLLCVVLPVQATEIERPQQCGHPQQSGFDLVLLVRRVVVVVVVDPAAEEEEEDAQQDPNLLSVLSVCLVVVHAYEYEHEHADPQDPVLVVPSNDAFSNVSSVVSPHRYDYYHDYDDLDDDPVQVVVCVVCVVVVGGYDRQYRSSQPPLSRQSSLLVVLVSLVVVCVVVVHDAQAEFFEFDNASNLLSVLLNCLVVPCSQRYAYEYQALPVVVRFVSNLVSNQSVNVVGVNPDRDPGYHYHDPQNPPHAPAADPLLLVLQVSCCVRPVDGDARGTRSSSSSVVSVCSNVSVDHGHGYYYYYRRHSRSSVVSVVVSDDDDDD
|
LLGGGSLLLLLSSSSLLEEELHHHHHHTTSSSEEEEEEGGGSLSSTTLLHHHHHHTTTHHHHHHTTLLEEEEEEETTLHHHHHHHHHHHHHTLEEEEEEELLSLLLGGGTTTTTTSSHHHHHHHTTLEEEELLLLLLSSLLHHHHHHHHHHHHTTLLEEEELGGGTTSTTTTHHHHHHHHHHHHHHHHHTLLLSEEEEEESSSHHHHHHHHHHGGGTLGGGEEEEELSSLHHHHHHHHHHHHHHHHHHHTLLLLLLLLEEELTTLLSBTTBLLHHHHHHHHHHHHHHSLLLLTTTHHHHHHHHHHHHHTTLSLTTLEEEEEELLLGGGGGGLGGGLLLLLL
|
249
|
[3, 9, 9, 13, 15, 8, 0, 4, 0, 8, 8, 7, 6, 7, 8, 8, 6, 17, 2, 18, 18, 4, 9, 4, 4, 9, 10, 10, 10, 9, 4, 8, 17, 17, 5, 5, 17, 7, 7, 8, 7, 8, 8, 8, 4, 10, 4, 8, 8, 4, 10, 4, 4, 10, 4, 4, 4, 4, 9, 0, 13, 17, 3, 3, 0, 6, 19, 5, 5, 5, 5, 5, 5, 19, 5, 19, 4, 17, 4, 17, 17, 4, 10, 4, 4, 10, 10, 17, 4, 10, 3, 17, 17, 5, 5, 5, 5, 5, 5, 5, 5, 19, 19, 6, 0, 0, 3, 9, 9, 9, 0, 0, 4, 4, 9, 4, 4, 4, 4, 9, 10, 4, 4, 10, 10, 4, 17, 5, 5, 5, 5, 5, 5, 5, 5, 19, 19, 17, 8, 6, 6, 3, 17, 17, 3, 11, 17, 0, 3, 11, 0, 3, 3, 3, 3, 0, 17, 19, 5, 19, 17, 17, 19, 4, 4, 4, 4, 4, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 9, 11, 16, 3, 3, 3, 11, 3, 3, 3, 0, 5, 19, 5, 5, 5, 5, 17, 17, 17, 4, 4, 4, 4, 17, 4, 10, 10, 4, 10, 10, 16, 9, 9, 9, 16, 4, 4, 17, 17, 5, 5, 5, 17, 17, 8, 8, 0, 8, 17, 11, 9, 0, 8, 9, 4, 4, 4, 9, 10, 10, 10, 10, 10, 4, 9, 4, 9, 0, 9, 0, 0, 4, 4, 0, 6, 8, 5, 5, 5, 17, 17, 4, 8, 8, 6, 8, 8, 8, 8, 8, 4, 4, 10, 4, 4, 10, 16, 4, 0, 10, 10, 9, 4, 16, 9, 0, 4, 0, 4, 4, 4, 8, 8, 8, 4, 4, 4, 4, 16, 4, 17, 10, 10, 11, 4, 10, 11, 9, 9, 17, 8, 8, 19, 19, 5, 5, 5, 5, 17, 18, 8, 8, 8, 8, 8, 4, 0, 4, 4, 4, 9, 9, 0, 3, 13, 15, 15, 15, 15]
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[36, 75, 83, 94, 37, 107, 71, 107, 71, 33, 33, 31, 41, 55, 33, 4, 31, 43, 106, 77, 79, 82, 14, 124, 9, 75, 34, 124, 34, 76, 101, 87, 102, 102, 92, 92, 77, 19, 19, 31, 19, 19, 31, 31, 107, 45, 9, 107, 107, 14, 14, 14, 107, 105, 14, 14, 14, 14, 83, 71, 110, 57, 125, 114, 110, 84, 52, 63, 63, 49, 49, 3, 20, 113, 109, 8, 22, 101, 27, 101, 20, 45, 105, 101, 101, 105, 105, 96, 85, 34, 70, 117, 96, 49, 20, 49, 49, 109, 109, 109, 109, 52, 52, 42, 23, 23, 28, 28, 108, 23, 76, 23, 85, 22, 76, 85, 45, 14, 27, 67, 124, 46, 124, 34, 1, 101, 101, 49, 20, 81, 109, 109, 109, 109, 11, 52, 52, 102, 13, 6, 84, 30, 57, 113, 126, 90, 117, 117, 70, 70, 117, 7, 7, 7, 125, 118, 43, 113, 11, 113, 20, 87, 87, 9, 85, 45, 27, 9, 67, 105, 45, 93, 45, 93, 105, 105, 105, 105, 17, 35, 39, 14, 72, 68, 36, 125, 72, 127, 125, 125, 100, 57, 63, 52, 63, 49, 49, 20, 20, 20, 101, 101, 45, 45, 45, 101, 45, 105, 105, 45, 105, 34, 17, 75, 75, 67, 35, 85, 22, 8, 20, 20, 49, 3, 20, 20, 102, 102, 47, 87, 118, 127, 76, 88, 107, 108, 14, 14, 85, 67, 105, 105, 124, 105, 93, 124, 36, 124, 75, 36, 36, 94, 23, 9, 9, 6, 55, 102, 109, 49, 3, 87, 87, 27, 4, 47, 31, 116, 116, 104, 116, 27, 27, 124, 105, 14, 124, 1, 1, 14, 76, 105, 105, 76, 67, 17, 124, 75, 107, 107, 107, 107, 27, 102, 102, 79, 14, 27, 101, 14, 1, 46, 46, 32, 32, 127, 124, 112, 72, 83, 83, 118, 102, 102, 63, 63, 63, 49, 92, 49, 20, 79, 43, 4, 4, 4, 27, 9, 23, 14, 85, 22, 75, 36, 9, 125, 37, 24, 24, 44, 44]
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|
1ci9_A-Q9KX40
|
MTAASLDPTAFSLDAASLAARLDAVFDQALRERRLVGAVAIVARHGEILYRRAQGLADREAGRPMREDTLFRLASVTKPIVALAVLRLVARGELALDAPVTRWLPEFRPRLADGSEPLVTIHHLLTHTSGLGYWLLEGAGSVYDRLGISDGIDLRDFDLDENLRRLASAPLSFAPGSGWQYSLALDVLGAVVERATGQPLAAAVDALVAQPLGMRDCGFVSAEPERFAVPYHDGQPEPVRMRDGIEVPLPEGHGAAVRFAPSRVFEPGAYPSGGAGMYGSADDVLRALEAIRANPGFLPETLADAARRDQAGVGAETRGPGWGFGYLSAVLDDPAAAGTPQHAGTLQWGGVYGHSWFVDRALGLSVLLLTNTAYEGMSGPLTIALRDAVYAR
|
DQLDADDLVPDDDDLVLLAVLLVVLLVVCVVLQVFQKWWKWKDFLNRTSDTDIDHALDVVVRHGGDLQFKDQFFQLLQLLLLLLVQLCVLVVLFDQADFLCVQVVLLFAAAPVRHTAGDGNVLLLQQQALAAACQAAPPPDLCNVLVADPLQADDPDELVSNSNSRSDDHRNDHRLPAHYDHLSQQSSLSSQCSSVVDASQVSSCVLPCVVLVFDFKTQADPCPVSHRFAWEADPSHTDTDAAQDWDQDDPPPHGTDRHHPCSNHDPPRGRRSRGRMMGRPVSSVSSLLCLQPVPVSHDVVSSVQQLDFPNDQVNCVVHGQWGGGSNAIFRQDSSRVSANADGSKGWAGRQLQWIWIARNSNSMTITMDGSYGPCNGPNPSVVSSRVSSVDD
|
LLLLLLLTTTLLLLHHHHHHHHHHHHHHHHHTTSLSEEEEEEEETTEEEEEEEEEEEETTTTEELLTTLBEELGGGHHHHHHHHHHHHHHTTSSLTTSBGGGTLTTLLLLBTTSLLLLLBHHHHHTTLSSLLLHHHHLTTSHHHHTTLLLSSSLLSSLHHHHHHHHHHSLBSSLTTSLLLLLTHHHHHHHHHHHHHTSLHHHHHIIIIIHHHTLLSEESSLSLGGGBLLLEELLSSSLEELLTTEEEELLTTSLSEEEELGGGGGLTTSLLLTTTLLEELHHHHHHHHHHHHHLSSSSLHHHHHHHTSLSSLGGGLTTSTTEEELSSSEEESLHHHHTLSSLTTLEEEEETTTEEEEEETTTTEEEEEEESEETHHHHSHHHHHHHHHHHLL
|
114
|
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|
1lv7_A-P0AAI3
|
MLTEDQIKTTFADVAGCDEAKEEVAELVEYLREPSRFQKLGGKIPKGVLMVGPPGTGKTLLAKAIAGEAKVPFFTISGSDFVEMFVGVGASRVRDMFEQAKKAAPCIIFIDEIDAVGRQRGAGLGGGHDEREQTLNQMLVEMDGFEGNEGIIVIAATNRPDVLDPALLRPGRFDRQVVVGLPDVRGREQILKVHMRRVPLAPDIDAAIIARGTPGFSGADLANLVNEAALFAARGNKRVVSMVEFEKAKDKIMMG
|
KDALVRLPQAVVLQFQQVVLCVLCVVLLVCLQPVPVCVVVVHQDAQEAEEEEAPQLCLVSSLSNSCNSSSFMEIEDELLVLQDPDACSSLSNLVNVLVVPLVRPLYEYEYEAVCSLFFDDDPDPDVSVRRSVSNVVSNVCSLQPDPRSSNYHYYYYDHCPPGGDCSQCDGSHNVHYRYSYAGWLVRQLVLLVSLCVVFAADPQDDSSQLSLQDPPDHSRNSNQLSVQQVVVCVVVVHRHRYPVSSVQSSCCVPFN
|
EELGGGLLLLGGGLLSLHHHHHHHHHHHHHHHLHHHHHHTTLLLLSEEEEELLTTSSHHHHHHHHHHHHTLLEEEEEGGGGLLSSTTHHHHHHHHHHHHHHHTLSEEEEEELTHHHHBLLLLLLLTTHHHHHHHHHHHHHHHHTLLGGGLEEEEEEESLGGGBLGGGGSTTSSLEEEELLLLLHHHHHHHHHHHHTTSLBLTTLLHHHHHHTLTTLLHHHHHHHHHHHHHHHHHTTLSSBLHHHHHHHHHHHHHL
|
308
|
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in Data Studio
EC Dataset with AlphaFold2 Structural Sequence
- Description: The Enzyme Commission number (EC number) is a numerical classification scheme for enzymes, based on the chemical reactions they catalyze.
- Number of labels: 585
- Problem Type: multi_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}
}
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
104 MB
Number of rows:
16,159