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(ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: 1e826f95-362b-4e57-ac98-afdc29bbd36c)')
Error code:   UnexpectedError

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family
string
n_seqs
int64
length
int64
gap_rates
list
gap_symbol
string
mismatch_seqs
int64
1-cysPrx_C
2,481
42
[ 0.25110842402257155, 0.20354695687222893, 0.041515517936316, 0.03345425231761386, 0.029423619508262798, 0.027408303103587262, 0.014913341394598953, 0.01007658202337767, 0.8057234985892785, 0.006045949214026602, 0.0032245062474808546, 0.9230149133413946, 0.0012091898428053204, 0, 0, 0, ...
-
0
14-3-3
1,377
229
[ 0.47785039941902685, 0.289760348583878, 0.2694262890341322, 0.2679738562091503, 0.26506899055918665, 0.26143790849673204, 0.25780682643427744, 0.2541757443718228, 0.2512708787218591, 0.25054466230936817, 0.2476397966594045, 0.2440087145969499, 0.2374727668845316, 0.2113289760348584, 0.20...
-
0
17kDa_Anti_2
154
118
[ 0.935064935064935, 0.922077922077922, 0.922077922077922, 0.9155844155844156, 0.9155844155844156, 0.8961038961038961, 0.8766233766233766, 0.8701298701298701, 0.8506493506493507, 0.8116883116883117, 0.8051948051948052, 0.7922077922077922, 0.7727272727272727, 0.7337662337662337, 0.720779220...
-
0
2-Hacid_dh
5,000
337
[ 0.7358, 0.647, 0.619, 0.608, 0.6048, 0.576, 0.5874, 0.4952, 0.4724, 0.4558, 0.4356, 0.4132, 0.378, 0.3578, 0.3416, 0.3302, 0.3168, 0.8944, 0.9194, 0.8676, 0.589, 0.4686, 0.3418, 0.7526, 0.2536, 0.2438, 0.2374, 0.2334, 0.2246, 0.2158, 0.728, 0.845, 0.60...
-
0
2-Hacid_dh_C
5,000
204
[ 0.5712, 0.2572, 0.2054, 0.1784, 0.1692, 0.1652, 0.1622, 0.1578, 0.1556, 0.1548, 0.1528, 0.1522, 0.15, 0.1476, 0.1452, 0.1436, 0.1406, 0.138, 0.1362, 0.1336, 0.131, 0.1326, 0.122, 0.765, 0.906, 0.945, 0.9182, 0.8824, 0.6622, 0.5534, 0.291, 0.233, 0.101,...
-
0
2-oxoacid_dh
4,884
246
[ 0.9242424242424242, 0.5290745290745291, 0.31367731367731366, 0.19082719082719082, 0.14864864864864866, 0.12039312039312039, 0.10851760851760851, 0.09664209664209664, 0.0904995904995905, 0.08579033579033579, 0.0819000819000819, 0.08108108108108109, 0.07985257985257985, 0.07903357903357904, ...
-
0
2-oxogl_dehyd_N
1,227
40
[ 0.5859820700896495, 0.33088834555827223, 0.29665851670741644, 0.24938875305623473, 0.10024449877750612, 0.06927465362673187, 0.05460472697636512, 0.039119804400977995, 0.03178484107579462, 0.027709861450692746, 0.026079869600651995, 0.015484922575387123, 0.014669926650366748, 0.01303993480...
-
0
2-ph_phosp
431
247
[ 0.9025522041763341, 0.802784222737819, 0.7470997679814385, 0.6635730858468677, 0.605568445475638, 0.5707656612529002, 0.5498839907192575, 0.5150812064965197, 0.4918793503480278, 0.4408352668213457, 0.925754060324826, 0.2737819025522042, 0.23433874709976799, 0.17633410672853828, 0.1020881...
-
0
23S_rRNA_IVP
1,750
108
[ 0.5817142857142857, 0.396, 0.3502857142857143, 0.30114285714285716, 0.27485714285714286, 0.2542857142857143, 0.19485714285714287, 0.13028571428571428, 0.11314285714285714, 0.08571428571428572, 0.07657142857142857, 0.06742857142857143, 0.06285714285714286, 0.060571428571428575, 0.05771428...
-
0
2CSK_N
570
165
[ 0.6175438596491228, 0.3263157894736842, 0.15964912280701754, 0.10350877192982456, 0.07543859649122807, 0.05964912280701754, 0.0456140350877193, 0.0456140350877193, 0.042105263157894736, 0.042105263157894736, 0.04035087719298246, 0.043859649122807015, 0.03684210526315789, 0.0368421052631578...
-
0
2Fe-2S_thioredx
3,108
152
[ 0.8780566280566281, 0.5408622908622909, 0.43243243243243246, 0.3761261261261261, 0.35682110682110685, 0.3458815958815959, 0.33912483912483915, 0.33526383526383524, 0.3259330759330759, 0.758043758043758, 0.7503217503217503, 0.3124195624195624, 0.30984555984555984, 0.30727155727155725, 0.3...
-
0
2HCT
147
436
[ 0.46258503401360546, 0.20408163265306123, 0.14285714285714285, 0.1292517006802721, 0.11564625850340136, 0.10884353741496598, 0.10884353741496598, 0.09523809523809523, 0.08843537414965986, 0.08843537414965986, 0.08843537414965986, 0.08843537414965986, 0.08843537414965986, 0.0952380952380952...
-
0
2OG-FeII_Oxy
5,000
122
[ 0.917, 0.7648, 0.6362, 0.4606, 0.3434, 0.2668, 0.2078, 0.2018, 0.9338, 0.267, 0.1644, 0.1514, 0.1416, 0.9084, 0.9278, 0.8772, 0.138, 0.1402, 0.1368, 0.135, 0.1832, 0.8026, 0.9138, 0.8666, 0.7396, 0.0922, 0.0746, 0.0726, 0.0542, 0.0366, 0.034, 0.033, 0....
-
0
2OG-FeII_Oxy_2
2,133
294
[ 0.8663853727144867, 0.7210501640881388, 0.6558837318330989, 0.6150961087669948, 0.602906704172527, 0.593061415846226, 0.5850914205344585, 0.5794655414908579, 0.5738396624472574, 0.5630567276136896, 0.5588373183309893, 0.5527426160337553, 0.5480543834974215, 0.5433661509610876, 0.53586497...
-
0
2OG-FeII_Oxy_3
3,108
156
[ 0.740990990990991, 0.34234234234234234, 0.19047619047619047, 0.1583011583011583, 0.13996138996138996, 0.12548262548262548, 0.8751608751608752, 0.10456885456885456, 0.09266409266409266, 0.08558558558558559, 0.06016731016731017, 0.05855855855855856, 0.04633204633204633, 0.039897039897039896,...
-
0
2OG-FeII_Oxy_4
288
149
[ 0.4652777777777778, 0.2673611111111111, 0.18055555555555555, 0.11805555555555555, 0.1111111111111111, 0.1076388888888889, 0.10069444444444445, 0.09722222222222222, 0.08680555555555555, 0.0798611111111111, 0.0798611111111111, 0.0798611111111111, 0.07291666666666667, 0.07291666666666667, 0...
-
0
2OG-FeII_Oxy_5
220
117
[ 0.759090909090909, 0.09545454545454546, 0.013636363636363636, 0.013636363636363636, 0.013636363636363636, 0.013636363636363636, 0.013636363636363636, 0.00909090909090909, 0.00909090909090909, 0.004545454545454545, 0.004545454545454545, 0.004545454545454545, 0.004545454545454545, 0.00454545...
-
0
2OG-Fe_Oxy_2
184
231
[ 0.8804347826086957, 0.30978260869565216, 0.14673913043478262, 0.09782608695652174, 0.08152173913043478, 0.07608695652173914, 0.07065217391304347, 0.07065217391304347, 0.06521739130434782, 0.06521739130434782, 0.06521739130434782, 0.06521739130434782, 0.06521739130434782, 0.0652173913043478...
-
0
2TM
307
92
[ 0.7850162866449512, 0.4788273615635179, 0.31596091205211724, 0.2703583061889251, 0.1758957654723127, 0.1465798045602606, 0.13029315960912052, 0.08794788273615635, 0.05863192182410423, 0.05863192182410423, 0.05211726384364821, 0.035830618892508145, 0.029315960912052116, 0.026058631921824105...
-
0
2_5_RNA_ligase2
1,321
183
[ 0.8879636638909917, 0.7827403482210447, 0.7305071915215746, 0.6858440575321726, 0.6510219530658592, 0.6184708554125662, 0.579106737320212, 0.5526116578349735, 0.4996214988644966, 0.4738834216502649, 0.4595003785011355, 0.4481453444360333, 0.43376230128690385, 0.8728236184708554, 0.909159...
-
0
3-HAO
324
167
[ 0.9320987654320988, 0.9074074074074074, 0.8364197530864198, 0.6018518518518519, 0.3117283950617284, 0.2037037037037037, 0.17592592592592593, 0.16049382716049382, 0.16049382716049382, 0.15432098765432098, 0.15123456790123457, 0.15123456790123457, 0.14506172839506173, 0.1419753086419753, 0...
-
0
3-alpha
207
44
[ 0.2222222222222222, 0.05314009661835749, 0.033816425120772944, 0.024154589371980676, 0.014492753623188406, 0.00966183574879227, 0.00966183574879227, 0.00966183574879227, 0.00966183574879227, 0.00966183574879227, 0.00966183574879227, 0.00966183574879227, 0.014492753623188406, 0.009661835748...
-
0
3-dmu-9_3-mt
1,276
148
[ 0.8275862068965517, 0.4952978056426332, 0.23197492163009403, 0.14576802507836992, 0.09952978056426333, 0.06974921630094044, 0.06583072100313479, 0.04623824451410658, 0.04467084639498432, 0.927115987460815, 0.9443573667711599, 0.9278996865203761, 0.9231974921630094, 0.0384012539184953, 0....
-
0
3Beta_HSD
1,220
309
[ 0.3795081967213115, 0.20491803278688525, 0.19918032786885245, 0.19672131147540983, 0.19098360655737706, 0.18688524590163935, 0.18442622950819673, 0.18360655737704917, 0.1819672131147541, 0.1819672131147541, 0.18114754098360655, 0.18032786885245902, 0.17950819672131146, 0.17868852459016393,...
-
0
3D
1,258
82
[ 0.4642289348171701, 0.1327503974562798, 0.03577106518282989, 0.017488076311605722, 0.016693163751987282, 0.016693163751987282, 0.013513513513513514, 0.013513513513513514, 0.037360890302066775, 0.00397456279809221, 0.003179650238473768, 0.0023847376788553257, 0.0023847376788553257, 0.002384...
-
0
3H
338
98
[ 0.2455621301775148, 0.05621301775147929, 0.029585798816568046, 0.01775147928994083, 0.014792899408284023, 0.9408284023668639, 0.011834319526627219, 0.005917159763313609, 0.005917159763313609, 0.005917159763313609, 0.005917159763313609, 0.005917159763313609, 0.005917159763313609, 0.00591715...
-
0
3HCDH
5,000
107
[ 0.2844, 0.1526, 0.0786, 0.063, 0.0494, 0.038, 0.0288, 0.0248, 0.0228, 0.0214, 0.0202, 0.0192, 0.0186, 0.018, 0.0174, 0.0172, 0.016, 0.0138, 0.0138, 0.0134, 0.0138, 0.0126, 0.2754, 0.0142, 0.0062, 0.0056, 0.005, 0.0038, 0.0038, 0.0036, 0.0036, 0.0042, 0...
-
0
3HCDH_N
4,584
194
[ 0.45200698080279234, 0.11125654450261781, 0.07286212914485166, 0.06762652705061083, 0.06544502617801047, 0.06479057591623037, 0.06348167539267016, 0.062390924956369984, 0.061300174520069806, 0.04537521815008726, 0.045157068062827224, 0.04450261780104712, 0.04384816753926701, 0.043848167539...
-
0
40S_S4_C
433
49
[ 0.011547344110854504, 0.009237875288683603, 0.006928406466512702, 0.006928406466512702, 0.006928406466512702, 0.006928406466512702, 0.004618937644341801, 0.004618937644341801, 0.004618937644341801, 0, 0, 0, 0, 0, 0, 0, 0.0023094688221709007, 0.0023094688221709007, 0.9445727482678...
-
0
40S_SA_C
188
124
[ 0.05851063829787234, 0.047872340425531915, 0.047872340425531915, 0.026595744680851064, 0.026595744680851064, 0.02127659574468085, 0.015957446808510637, 0.02127659574468085, 0.03723404255319149, 0.010638297872340425, 0.015957446808510637, 0.010638297872340425, 0.015957446808510637, 0.063829...
-
0
4F5
459
41
[ 0.08932461873638345, 0.06971677559912855, 0.04793028322440087, 0.010893246187363835, 0.010893246187363835, 0.010893246187363835, 0.002178649237472767, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.030501089324618737, 0.15468409586056645, 0.2549019607843137, 0.3355119825708061, 0.40087145...
-
0
4HBT
5,000
87
[ 0.6156, 0.2288, 0.136, 0.0912, 0.0834, 0.0666, 0.051, 0.0428, 0.0378, 0.033, 0.0312, 0.0274, 0.0238, 0.0228, 0.0218, 0.0212, 0.0206, 0.0196, 0.0196, 0.0188, 0.018, 0.0184, 0.018, 0.0174, 0.0166, 0.0188, 0.1518, 0.706, 0.7434, 0.7956, 0.903, 0.8068, 0.7...
-
0
4HBT_2
2,134
150
[ 0.5796626054358013, 0.30880974695407687, 0.22586691658856609, 0.1429240862230553, 0.057638238050609185, 0.03608247422680412, 0.031865042174320526, 0.02483598875351453, 0.020618556701030927, 0.019212746016869727, 0.017338331771321464, 0.014526710402999063, 0.014058106841611996, 0.0135895032...
-
0
4HBT_3
1,631
364
[ 0.9417535254445125, 0.7486204782342122, 0.6223175965665236, 0.5573267933782955, 0.5217657878602084, 0.48497854077253216, 0.42244022072348253, 0.3464132434089516, 0.25076640098099323, 0.19251992642550583, 0.78295524218271, 0.2568976088289393, 0.8252605763335377, 0.08645003065603923, 0.077...
-
0
4HB_MCP_1
2,000
185
[ 0.581, 0.2315, 0.1455, 0.108, 0.0905, 0.079, 0.0675, 0.0525, 0.0455, 0.038, 0.031, 0.029, 0.0255, 0.0245, 0.0235, 0.022, 0.0215, 0.019, 0.0175, 0.0175, 0.0175, 0.018, 0.0175, 0.0175, 0.017, 0.017, 0.017, 0.017, 0.0165, 0.0155, 0.0155, 0.0155, 0.0145, ...
-
0
4_1_CTD
125
113
[ 0.56, 0.416, 0.352, 0.32, 0.312, 0.304, 0.296, 0.288, 0.288, 0.288, 0.288, 0.288, 0.288, 0.288, 0.288, 0.288, 0.288, 0.288, 0.896, 0.928, 0.928, 0.896, 0.376, 0.352, 0.344, 0.296, 0.248, 0.76, 0.208, 0.184, 0.184, 0.168, 0.128, 0.128, 0.112, 0.10...
-
0
5-FTHF_cyc-lig
2,232
216
[ 0.2956989247311828, 0.22939068100358423, 0.18189964157706093, 0.16308243727598568, 0.15143369175627241, 0.1496415770609319, 0.1478494623655914, 0.21505376344086022, 0.2056451612903226, 0.20206093189964158, 0.135752688172043, 0.13082437275985664, 0.12903225806451613, 0.1267921146953405, 0...
-
0
5-nucleotidase
252
282
[ 0.376984126984127, 0.07936507936507936, 0.06349206349206349, 0.06349206349206349, 0.05952380952380952, 0.05952380952380952, 0.05952380952380952, 0.05952380952380952, 0.05555555555555555, 0.05555555555555555, 0.047619047619047616, 0.047619047619047616, 0.047619047619047616, 0.04761904761904...
-
0
5TM-5TMR_LYT
577
192
[ 0.6516464471403813, 0.5545927209705372, 0.5077989601386482, 0.48700173310225303, 0.4679376083188908, 0.44714038128249567, 0.4072790294627383, 0.7383015597920277, 0.35008665511265163, 0.3223570190641248, 0.2772963604852686, 0.24783362218370883, 0.9358752166377816, 0.17157712305025996, 0.1...
-
0
5_3_exonuc
2,678
104
[ 0.42867811799850636, 0.16878267363704258, 0.08401792382374906, 0.05003734129947722, 0.030246452576549662, 0.017923823749066467, 0.01568334578043316, 0.013816280806572068, 0.0074682598954443615, 0.005227781926811053, 0.0048543689320388345, 0.004480955937266617, 0.004107542942494399, 0.00410...
-
0
5_3_exonuc_N
2,733
190
[ 0.5700695206732528, 0.09366995975118916, 0.05634833516282473, 0.05451884376143432, 0.052323454079765824, 0.052323454079765824, 0.052323454079765824, 0.050128064398097326, 0.04903036955726308, 0.04427369191364801, 0.04354189535309184, 0.04354189535309184, 0.04354189535309184, 0.043541895353...
-
0
5_nucleotid
575
528
[ 0.41043478260869565, 0.39304347826086955, 0.38956521739130434, 0.38956521739130434, 0.3791304347826087, 0.36869565217391304, 0.34956521739130436, 0.3408695652173913, 0.3165217391304348, 0.31130434782608696, 0.30782608695652175, 0.3026086956521739, 0.28695652173913044, 0.2852173913043478, ...
-
0
5_nucleotid_C
2,587
248
[ 0.793196752995748, 0.5523772709702358, 0.49246231155778897, 0.4742945496714341, 0.4541940471588713, 0.4441437959025899, 0.4360262852725164, 0.4321608040201005, 0.42945496714340936, 0.4267491302667182, 0.41824507151140317, 0.916505604947816, 0.4275222265172014, 0.5999226903749517, 0.45380...
-
0
60KD_IMP
3,168
315
[ 0.26136363636363635, 0.0928030303030303, 0.06912878787878787, 0.06439393939393939, 0.0625, 0.059343434343434344, 0.05744949494949495, 0.054924242424242424, 0.05334595959595959, 0.05334595959595959, 0.05303030303030303, 0.052714646464646464, 0.05176767676767677, 0.05176767676767677, 0.051...
-
0
6PF2K
916
239
[ 0.925764192139738, 0.8373362445414847, 0.7609170305676856, 0.7106986899563319, 0.6244541484716157, 0.527292576419214, 0.45633187772925765, 0.34388646288209607, 0.28056768558951967, 0.24563318777292575, 0.2292576419213974, 0.22489082969432314, 0.21943231441048036, 0.21943231441048036, 0.2...
-
0
6PGD
1,905
308
[ 0.08241469816272966, 0.07979002624671916, 0.07979002624671916, 0.07979002624671916, 0.07769028871391076, 0.07139107611548556, 0.07139107611548556, 0.07139107611548556, 0.07139107611548556, 0.07034120734908136, 0.06981627296587926, 0.06981627296587926, 0.06876640419947506, 0.068766404199475...
-
0
7TM-7TMR_HD
550
216
[ 0.8363636363636363, 0.5236363636363637, 0.31636363636363635, 0.18727272727272729, 0.12727272727272726, 0.09636363636363636, 0.06363636363636363, 0.04909090909090909, 0.03636363636363636, 0.034545454545454546, 0.03090909090909091, 0.02909090909090909, 0.02909090909090909, 0.0218181818181818...
-
0
7TMR-DISMED2
546
151
[ 0.6648351648351648, 0.41208791208791207, 0.30036630036630035, 0.23992673992673993, 0.21245421245421245, 0.20146520146520147, 0.19413919413919414, 0.19230769230769232, 0.184981684981685, 0.163003663003663, 0.14835164835164835, 0.13736263736263737, 0.13003663003663005, 0.12637362637362637, ...
-
0
7TMR-DISM_7TM
896
224
[ 0.8962053571428571, 0.6573660714285714, 0.42745535714285715, 0.27455357142857145, 0.1875, 0.11160714285714286, 0.06808035714285714, 0.05580357142857143, 0.041294642857142856, 0.033482142857142856, 0.020089285714285716, 0.017857142857142856, 0.015625, 0.013392857142857142, 0.0100446428571...
-
0
7TMR-HDED
524
352
[ 0.7175572519083969, 0.37213740458015265, 0.31297709923664124, 0.2595419847328244, 0.24427480916030533, 0.22709923664122136, 0.22709923664122136, 0.18702290076335878, 0.1450381679389313, 0.1297709923664122, 0.07251908396946564, 0.061068702290076333, 0.061068702290076333, 0.06106870229007633...
-
0
7TM_GPCR_Srab
218
341
[ 0.8211009174311926, 0.7660550458715596, 0.7064220183486238, 0.7064220183486238, 0.7018348623853211, 0.6926605504587156, 0.6926605504587156, 0.6880733944954128, 0.6743119266055045, 0.6697247706422018, 0.6651376146788991, 0.6651376146788991, 0.6605504587155964, 0.6559633027522935, 0.642201...
-
0
7TM_GPCR_Srbc
166
283
[ 0.6265060240963856, 0.6024096385542169, 0.5301204819277109, 0.5, 0.45180722891566266, 0.41566265060240964, 0.3855421686746988, 0.3373493975903614, 0.3192771084337349, 0.3072289156626506, 0.30120481927710846, 0.30120481927710846, 0.2891566265060241, 0.2710843373493976, 0.25903614457831325...
-
0
7TM_GPCR_Srd
397
295
[ 0.8463476070528967, 0.72544080604534, 0.6498740554156172, 0.6045340050377834, 0.5717884130982368, 0.5541561712846348, 0.5415617128463476, 0.5289672544080605, 0.5289672544080605, 0.5239294710327456, 0.5214105793450882, 0.5214105793450882, 0.5214105793450882, 0.5214105793450882, 0.51889168...
-
0
End of preview.

LineageFlow Pfam Assets

This dataset contains the preprocessed Pfam assets used by the released LineageFlow inference pipeline.

Contents

  • pfam_priors_asr_mad/: family-specific ASR Dirichlet priors.
  • pfam_gap_rates/: family-specific alignment gap statistics.
  • pfam_fastas_clean/: cleaned Pfam family alignments.
  • pfam_pi_smooth_tau0.5_gap060_gt80_020.csv: family sampling distribution.
  • pfam_priors_keep_ids_gap060_gt80_020.txt: family keep list used by the default sampler.

Usage

hf download jinxbye/LineageFlow-assets \
  --repo-type dataset \
  --local-dir dataset

The inference scripts expect these assets under dataset/ by default. All paths can be overridden from the command line.

Notes

These files are preprocessed from Pfam family alignments. Please follow the license and usage terms of the original Pfam resource when using the data.

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