Team Ai
Datasetpublic

OpenScientificCodeRegistry/Database

Open Scientific Code Registry (OSCR): the authors' scripts The code published by the authors of open-access neuroscience papers, as found and verified by Open Scientific Code Registry (OSCR). Each file is here exactly as it is at the source, at the verified commit, under the license of its repository. 421,275 unique files (3,782 MB of text) from 8,849 repositories, in 24 Parquet block(s). Only files whose repository's license allows redistribution, confirmed by the repository's… See the full description on the dataset page: https://huggingface.co/datasets/OpenScientificCodeRegistry/Database.

sourceHugging Faceotherupdated 2d agoView on Hugging Face
0likes5.6kdownloads
github.com__davidbuterez__edge-set-attention.json3144 linesDownload Raw Back to 80
1{2 "format": "oscr-script-manifest/1",3 "repository": "github.com/davidbuterez/edge-set-attention",4 "url": "https://github.com/davidbuterez/edge-set-attention",5 "host": "github.com",6 "commit": "861a0b12d445ae80cc69b3948af623b4331321d4",7 "license": "MIT",8 "license_confirmed_by": "license file LICENSE",9 "redistribution": "yes",10 "files": [11  {12   "path": "LICENSE",13   "sha256": "64eaf16e6ebdf15447eb0d84ed0e8d47aa162e340f8e6186dfff0b0063a98a94",14   "language": "License",15   "lines": 21,16   "truncated": false,17   "block": 22,18   "row": 1396319  },20  {21   "path": "README.md",22   "sha256": "7ef79dade63d546b7f9c32864440519fe152aa4201155ab0f746050be8e481fb",23   "language": "Text",24   "lines": 484,25   "truncated": false,26   "block": 24,27   "row": 98328  },29  {30   "path": "data_loading/chemprop_featurisation.py",31   "sha256": "e245fa22dcd0f4195251b2ba20a4506d14aab60afe9bb45afb996db9d00b0354",32   "language": "Python",33   "lines": 99,34   "truncated": false,35   "block": 23,36   "row": 409437  },38  {39   "path": "data_loading/data_loading.py",40   "sha256": "668bef47ef0968982f6a37525ec1d27a06172f5938e022a8b922ed4aa674b3ac",41   "language": "Python",42   "lines": 1085,43   "truncated": false,44   "block": 23,45   "row": 1462346  },47  {48   "path": "data_loading/data_loading_OCP.py",49   "sha256": "04e67a0c7923f59fe1d4fdd0db74bedcda893724df2f2aa1f94027b5efc7daf5",50   "language": "Python",51   "lines": 328,52   "truncated": false,53   "block": 23,54   "row": 999455  },56  {57   "path": "data_loading/data_loading_graphormer.py",58   "sha256": "f185d1b038e763808832f582ccc24d8a89781fd3e204688bbb1d2dc46a2492f6",59   "language": "Python",60   "lines": 171,61   "truncated": false,62   "block": 23,63   "row": 773764  },65  {66   "path": "data_loading/data_loading_tokengt.py",67   "sha256": "3dda59287dfa4f98401e0191d1bb468274bc9c3d558976204aee4ef7a9d36848",68   "language": "Python",69   "lines": 123,70   "truncated": false,71   "block": 23,72   "row": 554673  },74  {75   "path": "data_loading/data_loading_tokengt_3d.py",76   "sha256": "4442c060a7601f232626da09cd1e1b3c04185feeffc75d137a230404decee597",77   "language": "Python",78   "lines": 100,79   "truncated": false,80   "block": 23,81   "row": 488782  },83  {84   "path": "data_loading/data_loading_transfer_learning_QM9_3D.py",85   "sha256": "2b04807c539a47fc70f6a8f769bb8d90b7822170ae585406274c38ed941a8563",86   "language": "Python",87   "lines": 94,88   "truncated": false,89   "block": 23,90   "row": 430791  },92  {93   "path": "data_loading/gaussian.py",94   "sha256": "3db1cf0b5f98410eebcd4e93f6fee05027726cc67874b354b0987c89799ff5ae",95   "language": "Python",96   "lines": 31,97   "truncated": false,98   "block": 22,99   "row": 28920100  },101  {102   "path": "data_loading/graphgps_utils.py",103   "sha256": "e3e7a42535d78028f9a513b9fe0265e456e1a016cd016315bce2c5f5a5c4fad2",104   "language": "Python",105   "lines": 48,106   "truncated": false,107   "block": 22,108   "row": 29519109  },110  {111   "path": "data_loading/lrgb.py",112   "sha256": "4ba8c28029710bbe8d7c77ba0e74d9da5d8c996fcd309c5de8185063594f53aa",113   "language": "Python",114   "lines": 272,115   "truncated": false,116   "block": 23,117   "row": 10957118  },119  {120   "path": "data_loading/posenc.py",121   "sha256": "c721ec054ddf2be355b56d813212aaea70aafe9c91fea99c57264761d0fed7c6",122   "language": "Python",123   "lines": 512,124   "truncated": false,125   "block": 23,126   "row": 13083127  },128  {129   "path": "data_loading/pyg_molecular_datasets/molecule_net.py",130   "sha256": "5771b9cb500c5f6a0516b117f336e846306c4785ee41540d397581beffcf2b98",131   "language": "Python",132   "lines": 219,133   "truncated": false,134   "block": 23,135   "row": 8035136  },137  {138   "path": "data_loading/pyg_molecular_datasets/qm9.py",139   "sha256": "872f437608e10696a55b32da441d42b989a81490a930aed432ebed20a52163be",140   "language": "Python",141   "lines": 314,142   "truncated": false,143   "block": 23,144   "row": 12622145  },146  {147   "path": "data_loading/transforms.py",148   "sha256": "6191d5a2d0ca481478fefb98e1787b4243fba947b83e6eec4e5bcb8e70bac43a",149   "language": "Python",150   "lines": 335,151   "truncated": false,152   "block": 23,153   "row": 9860154  },155  {156   "path": "esa/config.py",157   "sha256": "78cdb093a0db8a6ee909be7f1863937d0461f505061171d053139a5f776fb8f1",158   "language": "Python",159   "lines": 110,160   "truncated": false,161   "block": 23,162   "row": 4225163  },164  {165   "path": "esa/masked_layers.py",166   "sha256": "8c7fcfa2e6bc1686778b45009170dd280a112282bffdeb1ccb49ba80ba351d9c",167   "language": "Python",168   "lines": 678,169   "truncated": false,170   "block": 23,171   "row": 13577172  },173  {174   "path": "esa/mha.py",175   "sha256": "ad3527f1b49a490903f75fecfc1fc92f49bc4bb35150ee7e71db6251dc2a99b4",176   "language": "Python",177   "lines": 109,178   "truncated": false,179   "block": 23,180   "row": 5187181  },182  {183   "path": "esa/mlp_utils.py",184   "sha256": "f37428e6cbd3f77de3bbe94191ec291ecd80a1a4a571db517f127484aff62f88",185   "language": "Python",186   "lines": 130,187   "truncated": false,188   "block": 23,189   "row": 4364190  },191  {192   "path": "esa/models.py",193   "sha256": "8c9e5ba03378829498f489d4612f507b9fb8091976fd35ba9d1b1751813873b9",194   "language": "Python",195   "lines": 599,196   "truncated": false,197   "block": 23,198   "row": 13585199  },200  {201   "path": "esa/models_OCP.py",202   "sha256": "b66a10531730c93ebeeb310eeaae4cd0a86388dd262e6cee3c374cf86eb95959",203   "language": "Python",204   "lines": 607,205   "truncated": false,206   "block": 23,207   "row": 13590208  },209  {210   "path": "esa/train.py",211   "sha256": "c8ffca1680ad7d695578ec44749043ea09ec082edd774707ac4243fc3a30a82e",212   "language": "Python",213   "lines": 326,214   "truncated": false,215   "block": 23,216   "row": 11434217  },218  {219   "path": "gnn/config.py",220   "sha256": "cefb82f0bf0c5fccc7a84f70edb6974c834ad42d5811de2ea9312edbd2e19df6",221   "language": "Python",222   "lines": 63,223   "truncated": false,224   "block": 23,225   "row": 1779226  },227  {228   "path": "gnn/graph_models.py",229   "sha256": "653c4b34943404854ea0e99f0321671b3ab641620745a70bfcd01caac0b5a68c",230   "language": "Python",231   "lines": 1015,232   "truncated": false,233   "block": 23,234   "row": 14486235  },236  {237   "path": "gnn/train.py",238   "sha256": "51fc798dd7913c5b000ff3e4c500645c183afcf5bdeb0d7c74afebfdab220d1e",239   "language": "Python",240   "lines": 252,241   "truncated": false,242   "block": 23,243   "row": 9539244  },245  {246   "path": "graphgps_graph/graphgps/__init__.py",247   "sha256": "f2f5c2aee1aad1fec123d58eef6c631fdf5c5be83e5302fb2c24f33391fdedae",248   "language": "Python",249   "lines": 13,250   "truncated": false,251   "block": 15,252   "row": 6549253  },254  {255   "path": "graphgps_graph/graphgps/act/__init__.py",256   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",257   "language": "Python",258   "lines": 8,259   "truncated": false,260   "block": 6,261   "row": 21301262  },263  {264   "path": "graphgps_graph/graphgps/act/example.py",265   "sha256": "b8cf23b9df43cbb6596289df0271f24cd0278873fff79feeb9033589a57eedc9",266   "language": "Python",267   "lines": 22,268   "truncated": false,269   "block": 22,270   "row": 27464271  },272  {273   "path": "graphgps_graph/graphgps/agg_runs.py",274   "sha256": "884e206429581fcd54cb3f68dc3b035ec2e9e360c55fb8a1b4cc6ca3e32e2698",275   "language": "Python",276   "lines": 162,277   "truncated": false,278   "block": 23,279   "row": 6545280  },281  {282   "path": "graphgps_graph/graphgps/config/__init__.py",283   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",284   "language": "Python",285   "lines": 8,286   "truncated": false,287   "block": 6,288   "row": 21301289  },290  {291   "path": "graphgps_graph/graphgps/config/custom_gnn_config.py",292   "sha256": "436e005b1df40c23037eab68bf3f9256601d3c5080d1ab39cb6310dc8d1f55c3",293   "language": "Python",294   "lines": 11,295   "truncated": false,296   "block": 22,297   "row": 26540298  },299  {300   "path": "graphgps_graph/graphgps/config/data_preprocess_config.py",301   "sha256": "b16a3a65a6382d8e7c4ddce8557d24d2c8fecf5230684072999cc828b064c034",302   "language": "Python",303   "lines": 34,304   "truncated": false,305   "block": 22,306   "row": 28660307  },308  {309   "path": "graphgps_graph/graphgps/config/dataset_config.py",310   "sha256": "a7bfac5b9721f9736354dada75e1168c247c2f34837ce66cc36df3dad2f1f403",311   "language": "Python",312   "lines": 16,313   "truncated": false,314   "block": 22,315   "row": 27269316  },317  {318   "path": "graphgps_graph/graphgps/config/defaults_config.py",319   "sha256": "b38b2521f391be4061c5a10dcfd7e9ddb9e480479915b8f3a4ad62aedcb992fc",320   "language": "Python",321   "lines": 39,322   "truncated": false,323   "block": 22,324   "row": 29548325  },326  {327   "path": "graphgps_graph/graphgps/config/example.py",328   "sha256": "85daaa6f6d255fd74b49af729d82b5abc49d3b01fba23129a7e2edb26e2a0400",329   "language": "Python",330   "lines": 23,331   "truncated": false,332   "block": 15,333   "row": 7448334  },335  {336   "path": "graphgps_graph/graphgps/config/gt_config.py",337   "sha256": "5609b2e141915949a7a1d58dedd844524756c47367ff32d02b667ac659927275",338   "language": "Python",339   "lines": 80,340   "truncated": false,341   "block": 23,342   "row": 1529343  },344  {345   "path": "graphgps_graph/graphgps/config/optimizers_config.py",346   "sha256": "a087be66bc809c471b778f55898bddd22ee06ce13bc96cd79c676e42f7270558",347   "language": "Python",348   "lines": 29,349   "truncated": false,350   "block": 22,351   "row": 28741352  },353  {354   "path": "graphgps_graph/graphgps/config/posenc_config.py",355   "sha256": "e35978b155c998412f480e4d1595cda1a5acad84779840039dab353f8602f654",356   "language": "Python",357   "lines": 99,358   "truncated": false,359   "block": 23,360   "row": 4266361  },362  {363   "path": "graphgps_graph/graphgps/config/pretrained_config.py",364   "sha256": "4f74e775451367923d6bb25543916cbe1a61052312ca586f471d5091c676c87a",365   "language": "Python",366   "lines": 20,367   "truncated": false,368   "block": 15,369   "row": 7372370  },371  {372   "path": "graphgps_graph/graphgps/config/split_config.py",373   "sha256": "5a80a1566a1af925e8c6b04becac264939ab08616afecf0a8d0a311d199b5426",374   "language": "Python",375   "lines": 23,376   "truncated": false,377   "block": 15,378   "row": 7599379  },380  {381   "path": "graphgps_graph/graphgps/config/wandb_config.py",382   "sha256": "ff4d0dbffa2d0e49a29c3c45d7bfdc640bc4887b6d65a2838e55b9f55db647c4",383   "language": "Python",384   "lines": 23,385   "truncated": false,386   "block": 22,387   "row": 27459388  },389  {390   "path": "graphgps_graph/graphgps/encoder/ER_edge_encoder.py",391   "sha256": "0652b016f93a6e14db47934fbf2b502c024d72db86876a1e1a3e1025668f41e6",392   "language": "Python",393   "lines": 48,394   "truncated": false,395   "block": 23,396   "row": 504397  },398  {399   "path": "graphgps_graph/graphgps/encoder/ER_node_encoder.py",400   "sha256": "8dad9109d15ee7380110865b00c392a688ff9adfea56d543c6a70b734761bf94",401   "language": "Python",402   "lines": 128,403   "truncated": false,404   "block": 23,405   "row": 6394406  },407  {408   "path": "graphgps_graph/graphgps/encoder/__init__.py",409   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",410   "language": "Python",411   "lines": 8,412   "truncated": false,413   "block": 6,414   "row": 21301415  },416  {417   "path": "graphgps_graph/graphgps/encoder/ast_encoder.py",418   "sha256": "f4a7a4bff70a1025f259abb2be2c422b827a60250cdeb8bafe5c6fce7cfd8cb9",419   "language": "Python",420   "lines": 85,421   "truncated": false,422   "block": 15,423   "row": 13387424  },425  {426   "path": "graphgps_graph/graphgps/encoder/composed_encoders.py",427   "sha256": "1ba8e1fbef580fd068838c7fcd691be2f15b40283493f2c13589a66dc6bd71e9",428   "language": "Python",429   "lines": 142,430   "truncated": false,431   "block": 23,432   "row": 7168433  },434  {435   "path": "graphgps_graph/graphgps/encoder/dummy_edge_encoder.py",436   "sha256": "21b77d981851ebff77ad2d13c7acd51657023c2345e41b49e1f3b1cf67086f5b",437   "language": "Python",438   "lines": 17,439   "truncated": false,440   "block": 15,441   "row": 7107442  },443  {444   "path": "graphgps_graph/graphgps/encoder/equivstable_laplace_pos_encoder.py",445   "sha256": "1827b29336856701efe42638d2d3ea029c2884f4c4642bdd6888c4b64f3e7311",446   "language": "Python",447   "lines": 51,448   "truncated": false,449   "block": 15,450   "row": 10408451  },452  {453   "path": "graphgps_graph/graphgps/encoder/example.py",454   "sha256": "0592877e5514fa46bbab97ebfd2e8c62e945a2d179ef1c679caf58f7d6ba02a2",455   "language": "Python",456   "lines": 50,457   "truncated": false,458   "block": 15,459   "row": 9606460  },461  {462   "path": "graphgps_graph/graphgps/encoder/exp_edge_fixer.py",463   "sha256": "8038c5a53c8a422330c94575551dbc478654151e90bac30e5257e749c60943b2",464   "language": "Python",465   "lines": 97,466   "truncated": false,467   "block": 23,468   "row": 5151469  },470  {471   "path": "graphgps_graph/graphgps/encoder/kernel_pos_encoder.py",472   "sha256": "2769cf3c90b501b4f908527f7187d8b9e5b331efeb0aad00cda1293f78971fb4",473   "language": "Python",474   "lines": 122,475   "truncated": false,476   "block": 23,477   "row": 6287478  },479  {480   "path": "graphgps_graph/graphgps/encoder/laplace_pos_encoder.py",481   "sha256": "add09137ff314b16c83650a11e8430d04dd66131e4f7d1acb5ffe60cf6806a22",482   "language": "Python",483   "lines": 142,484   "truncated": false,485   "block": 15,486   "row": 18375487  },488  {489   "path": "graphgps_graph/graphgps/encoder/linear_edge_encoder.py",490   "sha256": "0111d4af3cc2bcb2acda889c2d284716a538fcc7e9009bf5a1fffff5b5c1bbb1",491   "language": "Python",492   "lines": 26,493   "truncated": false,494   "block": 22,495   "row": 29112496  },497  {498   "path": "graphgps_graph/graphgps/encoder/linear_node_encoder.py",499   "sha256": "68ab97e8a1677ff329db157f3231d4b29aa6e63dbce3d4f41dd846eb5b3e6f9f",500   "language": "Python",501   "lines": 15,502   "truncated": false,503   "block": 22,504   "row": 26994505  },506  {507   "path": "graphgps_graph/graphgps/encoder/ppa_encoder.py",508   "sha256": "97649c1105507085d6aefeb02407ecbab6ceb73d6f233f0dab7fa18a11f39d2f",509   "language": "Python",510   "lines": 29,511   "truncated": false,512   "block": 15,513   "row": 7784514  },515  {516   "path": "graphgps_graph/graphgps/encoder/signnet_pos_encoder.py",517   "sha256": "985233e31edaa8e8f266b30b12fb94fe96fe3f9c16ae30c71e3143fe8f7440fd",518   "language": "Python",519   "lines": 278,520   "truncated": false,521   "block": 15,522   "row": 22873523  },524  {525   "path": "graphgps_graph/graphgps/encoder/type_dict_encoder.py",526   "sha256": "631a6c623ec2e546451c30362d66f891b71c43b0007fbd92d62f23468c87e16c",527   "language": "Python",528   "lines": 116,529   "truncated": false,530   "block": 15,531   "row": 14028532  },533  {534   "path": "graphgps_graph/graphgps/encoder/voc_superpixels_encoder.py",535   "sha256": "b53d943126b4c740b37ad6770ecc2f989a08a5d02ab34c4865c18607e8e6230c",536   "language": "Python",537   "lines": 43,538   "truncated": false,539   "block": 15,540   "row": 9192541  },542  {543   "path": "graphgps_graph/graphgps/finetuning.py",544   "sha256": "880e19da5e35fbb918c7b42c4ab8b0b8ad96437f71b0562dc452d93b54292e8a",545   "language": "Python",546   "lines": 141,547   "truncated": false,548   "block": 15,549   "row": 17399550  },551  {552   "path": "graphgps_graph/graphgps/head/__init__.py",553   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",554   "language": "Python",555   "lines": 8,556   "truncated": false,557   "block": 6,558   "row": 21301559  },560  {561   "path": "graphgps_graph/graphgps/head/example.py",562   "sha256": "7fc9c28741a7fe68f5dfd3f5ba847caa5ca36e4347014243a0e357a4e1082735",563   "language": "Python",564   "lines": 23,565   "truncated": false,566   "block": 15,567   "row": 7649568  },569  {570   "path": "graphgps_graph/graphgps/head/inductive_edge.py",571   "sha256": "9f99e41cf7fa1bd18d9895d7118d5c896969c77ea3f249ee9318b02ec96bc5ba",572   "language": "Python",573   "lines": 155,574   "truncated": false,575   "block": 15,576   "row": 18777577  },578  {579   "path": "graphgps_graph/graphgps/head/inductive_node.py",580   "sha256": "9f6516321838f2d9805978f95894304d53d7bce985c8fe72381be0eeb530efd4",581   "language": "Python",582   "lines": 29,583   "truncated": false,584   "block": 15,585   "row": 8145586  },587  {588   "path": "graphgps_graph/graphgps/head/ogb_code_graph.py",589   "sha256": "c02c2c59342bf7bc118954946a83a84b94a1b0921b06b6fedd6b11bf7365ec7d",590   "language": "Python",591   "lines": 45,592   "truncated": false,593   "block": 15,594   "row": 9408595  },596  {597   "path": "graphgps_graph/graphgps/head/san_graph.py",598   "sha256": "d7f06cd1467cf2252b49decad0ccbbf489fe64654c4e5a0ab0f2b4ea6f2e6068",599   "language": "Python",600   "lines": 42,601   "truncated": false,602   "block": 15,603   "row": 9340604  },605  {606   "path": "graphgps_graph/graphgps/layer/ETransformer.py",607   "sha256": "75e917acf45165637010e1a7a7ce5a0ea155a9ccd290a2e3b6e1e479f3281f99",608   "language": "Python",609   "lines": 100,610   "truncated": false,611   "block": 23,612   "row": 5126613  },614  {615   "path": "graphgps_graph/graphgps/layer/Exphormer.py",616   "sha256": "4e06283173a4c633a4d163bee1a620192a0fc56b52c5ef6e72ebc200786b61e1",617   "language": "Python",618   "lines": 217,619   "truncated": false,620   "block": 23,621   "row": 8855622  },623  {624   "path": "graphgps_graph/graphgps/layer/__init__.py",625   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",626   "language": "Python",627   "lines": 8,628   "truncated": false,629   "block": 6,630   "row": 21301631  },632  {633   "path": "graphgps_graph/graphgps/layer/bigbird_layer.py",634   "sha256": "330288bd49eb337cc7e8343d1c21e9b6c22403a154032aab7cbc824a2631e84d",635   "language": "Python",636   "lines": 1707,637   "truncated": false,638   "block": 16,639   "row": 1527640  },641  {642   "path": "graphgps_graph/graphgps/layer/example.py",643   "sha256": "77da38785b59e8dcf89e03f332743083c181728b7dac1ef1f88b14ffd2276b41",644   "language": "Python",645   "lines": 104,646   "truncated": false,647   "block": 15,648   "row": 12910649  },650  {651   "path": "graphgps_graph/graphgps/layer/gatedgcn_layer.py",652   "sha256": "d22601f1b360f1fa9710596c8c6cd6311714108df4cf4b55b9abbc2c75855445",653   "language": "Python",654   "lines": 151,655   "truncated": false,656   "block": 15,657   "row": 17116658  },659  {660   "path": "graphgps_graph/graphgps/layer/gine_conv_layer.py",661   "sha256": "dba7d10f255680d268db91e5e1e3125d0f3cc2d9779fae8a36c72e114329fc0e",662   "language": "Python",663   "lines": 133,664   "truncated": false,665   "block": 23,666   "row": 5948667  },668  {669   "path": "graphgps_graph/graphgps/layer/gps_layer.py",670   "sha256": "d9aa10b74142dcc33b0df3c9598068d94cd37070531c7010a8fab13be110a5f8",671   "language": "Python",672   "lines": 220,673   "truncated": false,674   "block": 19,675   "row": 13147676  },677  {678   "path": "graphgps_graph/graphgps/layer/multi_model_layer.py",679   "sha256": "790ffb0ee1bd8ca8810fcd063e994603aa050fcb520443cd8c941eda253e21c7",680   "language": "Python",681   "lines": 415,682   "truncated": false,683   "block": 23,684   "row": 12782685  },686  {687   "path": "graphgps_graph/graphgps/layer/performer_layer.py",688   "sha256": "0e69980f876087d2753ecac51758180c0ec30a86957db8ef3e3540ebd1979485",689   "language": "Python",690   "lines": 671,691   "truncated": false,692   "block": 15,693   "row": 25617694  },695  {696   "path": "graphgps_graph/graphgps/layer/san2_layer.py",697   "sha256": "407283fd37bf8b6b082d79908df5d7d3e5d60426c5a92237dfaf223b0a404ed9",698   "language": "Python",699   "lines": 242,700   "truncated": false,701   "block": 23,702   "row": 9826703  },704  {705   "path": "graphgps_graph/graphgps/layer/san_layer.py",706   "sha256": "3985854a70bf0984c682bbace79b103a2f417e3e90f8088d245a6df09f86873c",707   "language": "Python",708   "lines": 220,709   "truncated": false,710   "block": 23,711   "row": 9412712  },713  {714   "path": "graphgps_graph/graphgps/loader/__init__.py",715   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",716   "language": "Python",717   "lines": 8,718   "truncated": false,719   "block": 6,720   "row": 21301721  },722  {723   "path": "graphgps_graph/graphgps/loader/dataset/aqsol_molecules.py",724   "sha256": "d4a1bf9c47b7e225898b2d92e26fd5e780edb9eb9fb863e296d71b41260877d4",725   "language": "Python",726   "lines": 133,727   "truncated": false,728   "block": 15,729   "row": 18169730  },731  {732   "path": "graphgps_graph/graphgps/loader/dataset/coco_superpixels.py",733   "sha256": "51d3cce9aca538564711280e3d150605bd56de58445cfc9ece80f5fbbd075d07",734   "language": "Python",735   "lines": 187,736   "truncated": false,737   "block": 15,738   "row": 20937739  },740  {741   "path": "graphgps_graph/graphgps/loader/dataset/malnet_tiny.py",742   "sha256": "ab32ed4643c8112f71dcd0093b36f3204d199b3542a8f4e6e89f9c54475ebbd9",743   "language": "Python",744   "lines": 124,745   "truncated": false,746   "block": 15,747   "row": 17714748  },749  {750   "path": "graphgps_graph/graphgps/loader/dataset/pcqm4mv2_contact.py",751   "sha256": "e599bba1fab028285603af0021443fc8a35e7c10a66957da985d223c585e1da5",752   "language": "Python",753   "lines": 542,754   "truncated": false,755   "block": 15,756   "row": 25349757  },758  {759   "path": "graphgps_graph/graphgps/loader/dataset/peptides_functional.py",760   "sha256": "287ef822654ea45b588ea727243a9449ca8eb65a0e381a9a6e87ec390aa92367",761   "language": "Python",762   "lines": 145,763   "truncated": false,764   "block": 15,765   "row": 17907766  },767  {768   "path": "graphgps_graph/graphgps/loader/dataset/peptides_structural.py",769   "sha256": "ab9dc87d01984cfc5a34c7dc623d86598c71043a32aab3081c4c5fcbcfe14020",770   "language": "Python",771   "lines": 165,772   "truncated": false,773   "block": 15,774   "row": 19447775  },776  {777   "path": "graphgps_graph/graphgps/loader/dataset/voc_superpixels.py",778   "sha256": "b2f56fe0b7681f2789dce5852d830c61c80a2e7d1194485f5d21b0b00acaf4fc",779   "language": "Python",780   "lines": 169,781   "truncated": false,782   "block": 15,783   "row": 20365784  },785  {786   "path": "graphgps_graph/graphgps/loader/master_loader.py",787   "sha256": "1f8ce3dbc9c04ce6eb5be02dd553da23e0085e41a7b1c3d15dba2db82adf3158",788   "language": "Python",789   "lines": 636,790   "truncated": false,791   "block": 23,792   "row": 13816793  },794  {795   "path": "graphgps_graph/graphgps/loader/ogbg_code2_utils.py",796   "sha256": "ff3f1b53a23f2f32725a5ca9ffde07fc818e68d8e8c41d155c13e8dd82f03c12",797   "language": "Python",798   "lines": 205,799   "truncated": false,800   "block": 15,801   "row": 19006802  },803  {804   "path": "graphgps_graph/graphgps/loader/planetoid.py",805   "sha256": "d459bcaeb2c9266b33e248817668af27a5a104aba5badfc206c95753a89479db",806   "language": "Python",807   "lines": 170,808   "truncated": false,809   "block": 23,810   "row": 8459811  },812  {813   "path": "graphgps_graph/graphgps/loader/split_generator.py",814   "sha256": "e5c656b4edfe3c29d4ba0f24bf5884118c1fd40d3a4e4650d0ab07e70c64a9d5",815   "language": "Python",816   "lines": 234,817   "truncated": false,818   "block": 23,819   "row": 9816820  },821  {822   "path": "graphgps_graph/graphgps/logger.py",823   "sha256": "f11a4500850a89167ebb8db3cc2915f1039c41327ac3ebf839dc8105bd0c8d83",824   "language": "Python",825   "lines": 340,826   "truncated": false,827   "block": 23,828   "row": 11635829  },830  {831   "path": "graphgps_graph/graphgps/loss/__init__.py",832   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",833   "language": "Python",834   "lines": 8,835   "truncated": false,836   "block": 6,837   "row": 21301838  },839  {840   "path": "graphgps_graph/graphgps/loss/l1.py",841   "sha256": "76082528c69263e22c0274b65db40fe9ce0600b2bc7eb5d07ed34f51ea88bee6",842   "language": "Python",843   "lines": 15,844   "truncated": false,845   "block": 15,846   "row": 6735847  },848  {849   "path": "graphgps_graph/graphgps/loss/multilabel_classification_loss.py",850   "sha256": "7b59996516f777391f5c61481e91bd5bfd9e13ddc5b0c2a6a7509592bb7b26f0",851   "language": "Python",852   "lines": 16,853   "truncated": false,854   "block": 22,855   "row": 27903856  },857  {858   "path": "graphgps_graph/graphgps/loss/subtoken_prediction_loss.py",859   "sha256": "e42dde1580f88f3e7127d68e8e7874ae5a2c43fe0944dd2e31d1eea8db755356",860   "language": "Python",861   "lines": 20,862   "truncated": false,863   "block": 15,864   "row": 7748865  },866  {867   "path": "graphgps_graph/graphgps/loss/weighted_cross_entropy.py",868   "sha256": "9c52ffc53865c875058040f8c60cd9d375015acc7f5adaaadd827829f1936896",869   "language": "Python",870   "lines": 29,871   "truncated": false,872   "block": 15,873   "row": 8806874  },875  {876   "path": "graphgps_graph/graphgps/metric_wrapper.py",877   "sha256": "3835d42644d7159410e6956388faf422b7548c1586195f22fe50b0efac063a75",878   "language": "Python",879   "lines": 335,880   "truncated": false,881   "block": 23,882   "row": 10763883  },884  {885   "path": "graphgps_graph/graphgps/metrics_ogb.py",886   "sha256": "d1c7e6f067fb1cc49343540f1542ef55c432db44511d8f5058c8a36580a77393",887   "language": "Python",888   "lines": 117,889   "truncated": false,890   "block": 15,891   "row": 14246892  },893  {894   "path": "graphgps_graph/graphgps/network/__init__.py",895   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",896   "language": "Python",897   "lines": 8,898   "truncated": false,899   "block": 6,900   "row": 21301901  },902  {903   "path": "graphgps_graph/graphgps/network/big_bird.py",904   "sha256": "df5e19c04c747f2aadc8d5ff4edd5df5e5896472398b930a0d359d9cc99a3912",905   "language": "Python",906   "lines": 46,907   "truncated": false,908   "block": 15,909   "row": 10175910  },911  {912   "path": "graphgps_graph/graphgps/network/custom_gnn.py",913   "sha256": "055612f24e0236fa39b19a5e42b9e753c73f9e9628db8f99a7004e4c8d827790",914   "language": "Python",915   "lines": 55,916   "truncated": false,917   "block": 15,918   "row": 10839919  },920  {921   "path": "graphgps_graph/graphgps/network/example.py",922   "sha256": "d37d092c3647ff2654c9830b7974443e583ca41c8bb69e84309d9e60374fa283",923   "language": "Python",924   "lines": 47,925   "truncated": false,926   "block": 6,927   "row": 29355928  },929  {930   "path": "graphgps_graph/graphgps/network/gps_model.py",931   "sha256": "6cdbf3f1a0ac2937ba5fcf6e450b44538406605bd08bc29914c0be8781a071fc",932   "language": "Python",933   "lines": 105,934   "truncated": false,935   "block": 23,936   "row": 5288937  },938  {939   "path": "graphgps_graph/graphgps/network/multi_model.py",940   "sha256": "17a899813edcca6e00ff305c1f5e677d496e6ec5ce342f882ad18cf19c90a03a",941   "language": "Python",942   "lines": 157,943   "truncated": false,944   "block": 23,945   "row": 7485946  },947  {948   "path": "graphgps_graph/graphgps/network/performer.py",949   "sha256": "8456ae390d84e9e9b124c1d9a3484a7009aa2a77d03c65b7f5ddcb8ef1c609bd",950   "language": "Python",951   "lines": 43,952   "truncated": false,953   "block": 15,954   "row": 9527955  },956  {957   "path": "graphgps_graph/graphgps/network/san_transformer.py",958   "sha256": "09d7b109cf03ceb5ee0c30308b32a25516dda48b71f649867cf32409ba67136d",959   "language": "Python",960   "lines": 56,961   "truncated": false,962   "block": 23,963   "row": 1834964  },965  {966   "path": "graphgps_graph/graphgps/optimizer/__init__.py",967   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",968   "language": "Python",969   "lines": 8,970   "truncated": false,971   "block": 6,972   "row": 21301973  },974  {975   "path": "graphgps_graph/graphgps/optimizer/extra_optimizers.py",976   "sha256": "0624def85f8f7c0e784a76af28b0cbba974a12ee1f9ea5ad0d9a27a537c6d2d1",977   "language": "Python",978   "lines": 186,979   "truncated": false,980   "block": 23,981   "row": 8783982  },983  {984   "path": "graphgps_graph/graphgps/pooling/__init__.py",985   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",986   "language": "Python",987   "lines": 8,988   "truncated": false,989   "block": 6,990   "row": 21301991  },992  {993   "path": "graphgps_graph/graphgps/pooling/example.py",994   "sha256": "f51cb0d479956f97c0ff990ed0e3fe22a8229e0eb56149ad1f59cfcb5be93cfc",995   "language": "Python",996   "lines": 8,997   "truncated": false,998   "block": 15,999   "row": 63371000  },1001  {1002   "path": "graphgps_graph/graphgps/stage/__init__.py",1003   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",1004   "language": "Python",1005   "lines": 8,1006   "truncated": false,1007   "block": 6,1008   "row": 213011009  },1010  {1011   "path": "graphgps_graph/graphgps/stage/example.py",1012   "sha256": "516b31f4c7ed3df626793f0aacaa2b598a126e5e685b683e9874aa74c332735f",1013   "language": "Python",1014   "lines": 29,1015   "truncated": false,1016   "block": 15,1017   "row": 80971018  },1019  {1020   "path": "graphgps_graph/graphgps/train/__init__.py",1021   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",1022   "language": "Python",1023   "lines": 8,1024   "truncated": false,1025   "block": 6,1026   "row": 213011027  },1028  {1029   "path": "graphgps_graph/graphgps/train/custom_train.py",1030   "sha256": "621fe6717363600e4a007de67e898db68c3ab57a22f99c0f82b0d02847692de2",1031   "language": "Python",1032   "lines": 319,1033   "truncated": false,1034   "block": 23,1035   "row": 116631036  },1037  {1038   "path": "graphgps_graph/graphgps/train/example.py",1039   "sha256": "ee9281fdb2ff468cea33bdd896f6eb768ec1c000b4c2336261fcc67e794caeb5",1040   "language": "Python",1041   "lines": 76,1042   "truncated": false,1043   "block": 6,1044   "row": 347841045  },1046  {1047   "path": "graphgps_graph/graphgps/transform/__init__.py",1048   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",1049   "language": "Python",1050   "lines": 8,1051   "truncated": false,1052   "block": 6,1053   "row": 213011054  },1055  {1056   "path": "graphgps_graph/graphgps/transform/dist_transforms.py",1057   "sha256": "3fc35e976cf130a3082b5ff7694d95074015d7eb4614c0d2e69758a830613f82",1058   "language": "Python",1059   "lines": 407,1060   "truncated": false,1061   "block": 23,1062   "row": 117741063  },1064  {1065   "path": "graphgps_graph/graphgps/transform/expander_edges.py",1066   "sha256": "558bd0c0fd5986a6e359e6ec0dfa4a719d22138cc7f5b23b4dbb426c827f9ae4",1067   "language": "Python",1068   "lines": 173,1069   "truncated": false,1070   "block": 23,1071   "row": 67611072  },1073  {1074   "path": "graphgps_graph/graphgps/transform/posenc_stats.py",1075   "sha256": "82ead69c77c258b7ef3d7cbf4df24223472593e4ac073b1aefb54023d154504e",1076   "language": "Python",1077   "lines": 394,1078   "truncated": false,1079   "block": 23,1080   "row": 125511081  },1082  {1083   "path": "graphgps_graph/graphgps/transform/transforms.py",1084   "sha256": "aead960225d250458d7a39605f4864509d6081902c0756ac8bf1d77844db1610",1085   "language": "Python",1086   "lines": 107,1087   "truncated": false,1088   "block": 23,1089   "row": 46171090  },1091  {1092   "path": "graphgps_graph/graphgps/utils.py",1093   "sha256": "e06661867079087dbdb6fa3437dfc2a188e7d534b33ddf600bba70afc9aa1dd1",1094   "language": "Python",1095   "lines": 131,1096   "truncated": false,1097   "block": 23,1098   "row": 56491099  },1100  {1101   "path": "graphgps_graph/main.py",1102   "sha256": "e2de2243845bbc8cad412509e3e2a615756630a27aa32769c9b2b3eecc3c4e9d",1103   "language": "Python",1104   "lines": 292,1105   "truncated": false,1106   "block": 23,1107   "row": 106191108  },1109  {1110   "path": "graphgps_node/graphgps/__init__.py",1111   "sha256": "f2f5c2aee1aad1fec123d58eef6c631fdf5c5be83e5302fb2c24f33391fdedae",1112   "language": "Python",1113   "lines": 13,1114   "truncated": false,1115   "block": 15,1116   "row": 65491117  },1118  {1119   "path": "graphgps_node/graphgps/act/__init__.py",1120   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",1121   "language": "Python",1122   "lines": 8,1123   "truncated": false,1124   "block": 6,1125   "row": 213011126  },1127  {1128   "path": "graphgps_node/graphgps/act/example.py",1129   "sha256": "b8cf23b9df43cbb6596289df0271f24cd0278873fff79feeb9033589a57eedc9",1130   "language": "Python",1131   "lines": 22,1132   "truncated": false,1133   "block": 22,1134   "row": 274641135  },1136  {1137   "path": "graphgps_node/graphgps/agg_runs.py",1138   "sha256": "884e206429581fcd54cb3f68dc3b035ec2e9e360c55fb8a1b4cc6ca3e32e2698",1139   "language": "Python",1140   "lines": 162,1141   "truncated": false,1142   "block": 23,1143   "row": 65451144  },1145  {1146   "path": "graphgps_node/graphgps/config/__init__.py",1147   "sha256": "e2d2e1a281cb78c36c594cfa739b27758744fa47a7dee7076a5634f45da19073",1148   "language": "Python",1149   "lines": 8,1150   "truncated": false,1151   "block": 6,1152   "row": 213011153  },1154  {1155   "path": "graphgps_node/graphgps/config/custom_gnn_config.py",1156   "sha256": "436e005b1df40c23037eab68bf3f9256601d3c5080d1ab39cb6310dc8d1f55c3",1157   "language": "Python",1158   "lines": 11,1159   "truncated": false,1160   "block": 22,1161   "row": 265401162  },1163  {1164   "path": "graphgps_node/graphgps/config/data_preprocess_config.py",1165   "sha256": "b16a3a65a6382d8e7c4ddce8557d24d2c8fecf5230684072999cc828b064c034",1166   "language": "Python",1167   "lines": 34,1168   "truncated": false,1169   "block": 22,1170   "row": 286601171  },1172  {1173   "path": "graphgps_node/graphgps/config/dataset_config.py",1174   "sha256": "a7bfac5b9721f9736354dada75e1168c247c2f34837ce66cc36df3dad2f1f403",1175   "language": "Python",1176   "lines": 16,1177   "truncated": false,1178   "block": 22,1179   "row": 272691180  },1181  {1182   "path": "graphgps_node/graphgps/config/defaults_config.py",1183   "sha256": "b38b2521f391be4061c5a10dcfd7e9ddb9e480479915b8f3a4ad62aedcb992fc",1184   "language": "Python",1185   "lines": 39,1186   "truncated": false,1187   "block": 22,1188   "row": 295481189  },1190  {1191   "path": "graphgps_node/graphgps/config/example.py",1192   "sha256": "85daaa6f6d255fd74b49af729d82b5abc49d3b01fba23129a7e2edb26e2a0400",1193   "language": "Python",1194   "lines": 23,1195   "truncated": false,1196   "block": 15,1197   "row": 74481198  },1199  {1200   "path": "graphgps_node/graphgps/config/gt_config.py",

Showing the first 1,200 of 3144 lines. Download the file for the rest.