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__deepmodeling__deepmd-kit.json18003 linesDownload Raw Back to 01
1{2 "format": "oscr-script-manifest/1",3 "repository": "github.com/deepmodeling/deepmd-kit",4 "url": "https://github.com/deepmodeling/deepmd-kit",5 "host": "github.com",6 "commit": "5b9fe0716442b0346336c0242b16d5c464da8162",7 "license": "LGPL-3.0",8 "license_confirmed_by": "license file LICENSE",9 "redistribution": "yes",10 "files": [11  {12   "path": ".devcontainer/build_cxx.sh",13   "sha256": "b8ab2bb866f68ab2ee2331f0ec0df73979bd01c2339d1c32aae9d4f2bf0b107e",14   "language": "Shell",15   "lines": 22,16   "truncated": false,17   "block": 18,18   "row": 923019  },20  {21   "path": ".devcontainer/build_py.sh",22   "sha256": "a8640fa7bc6e5af4af1457a496545158393230d808a31ff7a8e7573f47895ac8",23   "language": "Shell",24   "lines": 8,25   "truncated": false,26   "block": 18,27   "row": 875728  },29  {30   "path": ".devcontainer/download_libtorch.sh",31   "sha256": "262747be945b954de541bea5283e0eca43f80fb59f980062393e79b21622b934",32   "language": "Shell",33   "lines": 8,34   "truncated": false,35   "block": 18,36   "row": 879137  },38  {39   "path": "LICENSE",40   "sha256": "e3a994d82e644b03a792a930f574002658412f62407f5fee083f2555c5f23118",41   "language": "License",42   "lines": 165,43   "truncated": false,44   "block": 3,45   "row": 813746  },47  {48   "path": "README.md",49   "sha256": "53d40f9d5771727d8d1b4436fac338cce3e7cc433e0eef1c750ce8a9e0044d5f",50   "language": "Text",51   "lines": 318,52   "truncated": false,53   "block": 18,54   "row": 1121855  },56  {57   "path": "backend/__init__.py",58   "sha256": "8f965b64c6f03b776c3cd812caa39861cb12701e800960392a02dff84d8c3667",59   "language": "Python",60   "lines": 1,61   "truncated": false,62   "block": 17,63   "row": 1718364  },65  {66   "path": "backend/dp_backend.py",67   "sha256": "43346bb0bc1b73834b583b17a55d471e9be846d86c795dbf8dc8b870bc82bce1",68   "language": "Python",69   "lines": 63,70   "truncated": false,71   "block": 17,72   "row": 2138973  },74  {75   "path": "backend/dynamic_metadata.py",76   "sha256": "6212cfb44261f69fe15b7f1a47c036c1a7ce3eb7c9d45fc899908c1ca1c1456f",77   "language": "Python",78   "lines": 78,79   "truncated": false,80   "block": 17,81   "row": 2278682  },83  {84   "path": "backend/find_paddle.py",85   "sha256": "f52ddbcfdd4c34f205cff0b0b420a443f7672e4d554b980d42107e4bdd06b101",86   "language": "Python",87   "lines": 129,88   "truncated": false,89   "block": 17,90   "row": 2607391  },92  {93   "path": "backend/find_pytorch.py",94   "sha256": "3c7e6ef4791fec20edc004841686d8ca81aa0a9124c7709641e098f4101975e9",95   "language": "Python",96   "lines": 178,97   "truncated": false,98   "block": 17,99   "row": 29347100  },101  {102   "path": "backend/find_tensorflow.py",103   "sha256": "a4a9df27a566e3210d963557903373b907b2c88e10af2f627a968d9a1fd5e69d",104   "language": "Python",105   "lines": 246,106   "truncated": false,107   "block": 17,108   "row": 31835109  },110  {111   "path": "backend/read_env.py",112   "sha256": "b0b48aedab67c78d94c2aab383164cc38d2f7067566043b64d667cb890963ffd",113   "language": "Python",114   "lines": 140,115   "truncated": false,116   "block": 17,117   "row": 27997118  },119  {120   "path": "backend/utils.py",121   "sha256": "0dba1b3e91937e8cc7cd535a2e617d2e6b5486c645b50d55620b4078b5584ba9",122   "language": "Python",123   "lines": 36,124   "truncated": false,125   "block": 17,126   "row": 19376127  },128  {129   "path": "data/json/json2yaml.py",130   "sha256": "e46dd17ab6a9cf5a308addded97146d4cc6b1d0397a87a136d39fa42877034d7",131   "language": "Python",132   "lines": 45,133   "truncated": false,134   "block": 17,135   "row": 20762136  },137  {138   "path": "data/raw/copy_raw.py",139   "sha256": "bf9f46eec2addb52d245362ed029904e3d0a6afbd0b9980de87828d75ec2b126",140   "language": "Python",141   "lines": 96,142   "truncated": false,143   "block": 17,144   "row": 25211145  },146  {147   "path": "data/raw/raw_to_set.sh",148   "sha256": "ac0dedf88d795a5ee51f389a00b9eb1c2d9c3373f30da106d28bc457324edbf3",149   "language": "Shell",150   "lines": 113,151   "truncated": false,152   "block": 18,153   "row": 10058154  },155  {156   "path": "data/raw/shuffle_raw.py",157   "sha256": "02557277238f4c7666e42d24141733d514b7d24097b570ef8d6c5521e0ef4d00",158   "language": "Python",159   "lines": 83,160   "truncated": false,161   "block": 17,162   "row": 22810163  },164  {165   "path": "deepmd/__about__.py",166   "sha256": "dcd03333f6b962d3848d8f7519d8e040b2772a7d266ff5cc74333125ec97a049",167   "language": "Python",168   "lines": 2,169   "truncated": false,170   "block": 17,171   "row": 17282172  },173  {174   "path": "deepmd/__init__.py",175   "sha256": "ac317fac8c2baceeb4b7b1e73330d912f65cf26ee8eec79e2c741035ae70a055",176   "language": "Python",177   "lines": 53,178   "truncated": false,179   "block": 17,180   "row": 20550181  },182  {183   "path": "deepmd/__main__.py",184   "sha256": "71818235b29009f5e86f8673d24bccfa5f032b1dc8689280a0253fbe45ea4bf6",185   "language": "Python",186   "lines": 9,187   "truncated": false,188   "block": 17,189   "row": 17589190  },191  {192   "path": "deepmd/_vendors/__init__.py",193   "sha256": "339e1947b4f05e577c7fc49c690a99f0a6dd83d32188c4f590af078b428832ae",194   "language": "Python",195   "lines": 2,196   "truncated": false,197   "block": 17,198   "row": 17413199  },200  {201   "path": "deepmd/_vendors/ndtensorflow/__init__.py",202   "sha256": "cb34a925b81dee5e7e0a200c33e42d5704e70270ccc7526e8ae660ea82bb34fd",203   "language": "Python",204   "lines": 38,205   "truncated": false,206   "block": 17,207   "row": 19049208  },209  {210   "path": "deepmd/_vendors/ndtensorflow/_array.py",211   "sha256": "5785701c6059bf3875c631dd4be515d2a907f87ac621f62136b04953bcbb0a60",212   "language": "Python",213   "lines": 553,214   "truncated": false,215   "block": 18,216   "row": 3231217  },218  {219   "path": "deepmd/_vendors/ndtensorflow/_info.py",220   "sha256": "b902c8a54094a60a09d83ea7ac9f5b14f87097e4abeb6f626d7904c6433a4665",221   "language": "Python",222   "lines": 133,223   "truncated": false,224   "block": 17,225   "row": 24799226  },227  {228   "path": "deepmd/_vendors/ndtensorflow/_namespace.py",229   "sha256": "9fba75fe847b15351560f800a23814c6c3eecc8a54fc5f79a628468416dd372c",230   "language": "Python",231   "lines": 2285,232   "truncated": false,233   "block": 18,234   "row": 5610235  },236  {237   "path": "deepmd/_vendors/ndtensorflow/fft.py",238   "sha256": "acd7a860917939dafc60b58429aea959e050b59fd8de5a8aab2eeebb9acf3bf8",239   "language": "Python",240   "lines": 379,241   "truncated": false,242   "block": 17,243   "row": 32427244  },245  {246   "path": "deepmd/_vendors/ndtensorflow/linalg.py",247   "sha256": "4c94248e8079d5c5063b4b69e0f02b339648c12816df525d3f9f6e46aed04324",248   "language": "Python",249   "lines": 365,250   "truncated": false,251   "block": 18,252   "row": 467253  },254  {255   "path": "deepmd/backend/__init__.py",256   "sha256": "4e198ed54d31dce07d7ff06803d298ff24d56c2a6ea47da3b4e4392dfa8df6f2",257   "language": "Python",258   "lines": 27,259   "truncated": false,260   "block": 17,261   "row": 19057262  },263  {264   "path": "deepmd/backend/backend.py",265   "sha256": "0feb3cceb7d00b79a9ad7f1fed9d319258739ceea54fec08afdc28bce201a22a",266   "language": "Python",267   "lines": 233,268   "truncated": false,269   "block": 17,270   "row": 29883271  },272  {273   "path": "deepmd/backend/dpmodel.py",274   "sha256": "2644d76ff2986ff14ded07513fdba1b9fe9ca8ebf75f97e2174d4c5c38c00b8d",275   "language": "Python",276   "lines": 129,277   "truncated": false,278   "block": 17,279   "row": 25376280  },281  {282   "path": "deepmd/backend/jax.py",283   "sha256": "3b3d4b1c7bec20a1f8a8b59c61883d6b05a2555335a6ef44659a36868428376a",284   "language": "Python",285   "lines": 129,286   "truncated": false,287   "block": 17,288   "row": 24973289  },290  {291   "path": "deepmd/backend/paddle.py",292   "sha256": "259ba7f272c53d85dceddce858ebe6f92d6aa02d87ca59e2c80e7f3b43a0ad93",293   "language": "Python",294   "lines": 126,295   "truncated": false,296   "block": 17,297   "row": 24988298  },299  {300   "path": "deepmd/backend/pretrained.py",301   "sha256": "f526e0b0088b06001265e72a34a408cad1e5df088106246fbe73053fa829acf8",302   "language": "Python",303   "lines": 74,304   "truncated": false,305   "block": 17,306   "row": 23024307  },308  {309   "path": "deepmd/backend/pt_expt.py",310   "sha256": "49fec1c668b3e63624c4e23aa3dd56681ee7c168d82aa5a23c870ee25c0f71f7",311   "language": "Python",312   "lines": 162,313   "truncated": false,314   "block": 17,315   "row": 27597316  },317  {318   "path": "deepmd/backend/pytorch.py",319   "sha256": "9ea34bcc66716745caefaed832ec9b659002a5e6442d28e52c953251cc8d583a",320   "language": "Python",321   "lines": 126,322   "truncated": false,323   "block": 17,324   "row": 24998325  },326  {327   "path": "deepmd/backend/suffix.py",328   "sha256": "1febc61386413e1c99933eec832a2ea72d69e2e62bc34fea5dec67ef9ce249f7",329   "language": "Python",330   "lines": 76,331   "truncated": false,332   "block": 17,333   "row": 24774334  },335  {336   "path": "deepmd/backend/tensorflow.py",337   "sha256": "70041c67641221b16d3449292c6c5f523edeb0f977aa142fbafe831944007939",338   "language": "Python",339   "lines": 135,340   "truncated": false,341   "block": 17,342   "row": 25479343  },344  {345   "path": "deepmd/backend/tf2.py",346   "sha256": "c00d92fecdde91b7a20a6e67c6038e986027f9b7fd16f7daff55428cc68dcef3",347   "language": "Python",348   "lines": 89,349   "truncated": false,350   "block": 17,351   "row": 22926352  },353  {354   "path": "deepmd/calculator.py",355   "sha256": "2455830ad6ed5dda0aa22a77e1a5f79170ab0ee763f72d9eefb695e7844b567f",356   "language": "Python",357   "lines": 167,358   "truncated": false,359   "block": 17,360   "row": 28378361  },362  {363   "path": "deepmd/common.py",364   "sha256": "80a195c99dac4ee389ebf0e685ac71f228a4fc258c406c9f386de5fe30f602cf",365   "language": "Python",366   "lines": 315,367   "truncated": false,368   "block": 17,369   "row": 31116370  },371  {372   "path": "deepmd/dpmodel/__init__.py",373   "sha256": "9aa12977edbec31467b4fc2210764b5c59d7e1a0c5ded449d42eb81baee02be2",374   "language": "Python",375   "lines": 41,376   "truncated": false,377   "block": 17,378   "row": 19486379  },380  {381   "path": "deepmd/dpmodel/array_api.py",382   "sha256": "5a2c1acd033b9bd7210c8e438c51afcd58299de1b8e395f935c076cd87b897dd",383   "language": "Python",384   "lines": 625,385   "truncated": false,386   "block": 18,387   "row": 3993388  },389  {390   "path": "deepmd/dpmodel/atomic_model/__init__.py",391   "sha256": "e1123b1c0efe4604b849d22ee184cdceb62ba2589d29f404365034b7a28d8158",392   "language": "Python",393   "lines": 61,394   "truncated": false,395   "block": 17,396   "row": 21576397  },398  {399   "path": "deepmd/dpmodel/atomic_model/base_atomic_model.py",400   "sha256": "35bc00f0222be3d642d8128cba6d801e491eb00316563d37a31c74e5fb9bee4e",401   "language": "Python",402   "lines": 1110,403   "truncated": false,404   "block": 18,405   "row": 5194406  },407  {408   "path": "deepmd/dpmodel/atomic_model/dipole_atomic_model.py",409   "sha256": "33be5e480b511500fb9535772bbcdbede92da69a0fd8c2cccdbbe00a8ad609a8",410   "language": "Python",411   "lines": 69,412   "truncated": false,413   "block": 17,414   "row": 22609415  },416  {417   "path": "deepmd/dpmodel/atomic_model/dos_atomic_model.py",418   "sha256": "1abff387369ee6dcb895a6b133df96e6b0e18c9cf43f6b07b0df6c38c3c660f6",419   "language": "Python",420   "lines": 38,421   "truncated": false,422   "block": 17,423   "row": 19972424  },425  {426   "path": "deepmd/dpmodel/atomic_model/dp_atomic_model.py",427   "sha256": "427cf50e87280fc82f9702ba4cf448af2f190b3c6b716fe13717a060323df537",428   "language": "Python",429   "lines": 787,430   "truncated": false,431   "block": 18,432   "row": 4523433  },434  {435   "path": "deepmd/dpmodel/atomic_model/energy_atomic_model.py",436   "sha256": "6d3f7ee201819afd6d373713eb737b2be414c4bf11f35ffa44cb9edd5e58c9ea",437   "language": "Python",438   "lines": 31,439   "truncated": false,440   "block": 17,441   "row": 19688442  },443  {444   "path": "deepmd/dpmodel/atomic_model/inner_potential.py",445   "sha256": "2a767e87487aecbe5aa3a704d6b5d078e67042300ce617e49887912caadc1766",446   "language": "Python",447   "lines": 485,448   "truncated": false,449   "block": 18,450   "row": 2799451  },452  {453   "path": "deepmd/dpmodel/atomic_model/linear_atomic_model.py",454   "sha256": "9515ce1120738d09cb491ec5518adc32a5ba2fd0e9a1ae06ebbbe9bd6187c69a",455   "language": "Python",456   "lines": 930,457   "truncated": false,458   "block": 18,459   "row": 4874460  },461  {462   "path": "deepmd/dpmodel/atomic_model/make_base_atomic_model.py",463   "sha256": "b305e198fd02c9d40fc7dd1a29525fe43d443c9c875d89f51fe9a16bc8286fb3",464   "language": "Python",465   "lines": 275,466   "truncated": false,467   "block": 17,468   "row": 32235469  },470  {471   "path": "deepmd/dpmodel/atomic_model/pairtab_atomic_model.py",472   "sha256": "69732cfa0358def55cfe99fca41dff63442f1ba654a47506f470a89acbcaad1e",473   "language": "Python",474   "lines": 517,475   "truncated": false,476   "block": 18,477   "row": 2935478  },479  {480   "path": "deepmd/dpmodel/atomic_model/polar_atomic_model.py",481   "sha256": "5d06833bddb38a2c1ed59ba81aac3f013790b511220327fbfe61b7cc168c895e",482   "language": "Python",483   "lines": 100,484   "truncated": false,485   "block": 17,486   "row": 25388487  },488  {489   "path": "deepmd/dpmodel/atomic_model/property_atomic_model.py",490   "sha256": "472a72ba59e0de017179d786cc6b00a217283ec0eedca16f3155d78f4345a65b",491   "language": "Python",492   "lines": 65,493   "truncated": false,494   "block": 17,495   "row": 22944496  },497  {498   "path": "deepmd/dpmodel/common.py",499   "sha256": "09eda5a89acb91492a96592bae608879be69eddb44108f1e29bfc6232bfbe438",500   "language": "Python",501   "lines": 261,502   "truncated": false,503   "block": 17,504   "row": 31345505  },506  {507   "path": "deepmd/dpmodel/descriptor/__init__.py",508   "sha256": "a9c7f25e2632fc1cdd75f1a3693edb0829f9e49a9dcf1b82d795fcb7d0c7ffd6",509   "language": "Python",510   "lines": 52,511   "truncated": false,512   "block": 17,513   "row": 19663514  },515  {516   "path": "deepmd/dpmodel/descriptor/base_descriptor.py",517   "sha256": "29e37d06250ad3ec96711f4a3bd80ede4fc6839646f47aa954b3937dbeb41bde",518   "language": "Python",519   "lines": 9,520   "truncated": false,521   "block": 17,522   "row": 17734523  },524  {525   "path": "deepmd/dpmodel/descriptor/descriptor.py",526   "sha256": "3d14d064d292a2c2005e973cf8e2797f76c0b60f9e4021d4a251ca6be7dd9a4c",527   "language": "Python",528   "lines": 226,529   "truncated": false,530   "block": 17,531   "row": 30892532  },533  {534   "path": "deepmd/dpmodel/descriptor/dpa1.py",535   "sha256": "f38342c0393d3aea8b71166d544660962768ebaa42a38cb0aa776d3af4ae2731",536   "language": "Python",537   "lines": 2889,538   "truncated": false,539   "block": 18,540   "row": 5802541  },542  {543   "path": "deepmd/dpmodel/descriptor/dpa2.py",544   "sha256": "1334e0a6a4ae1be5450971cdd1d0851ed4977712c25868d7ca8f381d46001750",545   "language": "Python",546   "lines": 1667,547   "truncated": false,548   "block": 18,549   "row": 5616550  },551  {552   "path": "deepmd/dpmodel/descriptor/dpa3.py",553   "sha256": "d2152f989442ccbadb2fa57e901980a6ac7604183145698f610a5f86aaeea2b5",554   "language": "Python",555   "lines": 920,556   "truncated": false,557   "block": 18,558   "row": 4922559  },560  {561   "path": "deepmd/dpmodel/descriptor/dpa4.py",562   "sha256": "3bf621fb9794a763dd08b01b96f595aab004b849366fd7e11aed757e553674ed",563   "language": "Python",564   "lines": 2957,565   "truncated": false,566   "block": 18,567   "row": 5826568  },569  {570   "path": "deepmd/dpmodel/descriptor/dpa4_nn/__init__.py",571   "sha256": "c6403e12e24fa1b68e04950c58028c5cad4e97fb42eea327750178559f4cf86e",572   "language": "Python",573   "lines": 202,574   "truncated": false,575   "block": 17,576   "row": 27436577  },578  {579   "path": "deepmd/dpmodel/descriptor/dpa4_nn/activation.py",580   "sha256": "329470260de96ee1b773ea04cec988cce51aa79b16a01bb1f9f6e090bbb29246",581   "language": "Python",582   "lines": 299,583   "truncated": false,584   "block": 18,585   "row": 540586  },587  {588   "path": "deepmd/dpmodel/descriptor/dpa4_nn/attention.py",589   "sha256": "18f8e587c863cf549bca8b27097342ce1fb2b6f021b714c5b0ecff780826c541",590   "language": "Python",591   "lines": 179,592   "truncated": false,593   "block": 17,594   "row": 30256595  },596  {597   "path": "deepmd/dpmodel/descriptor/dpa4_nn/attn_res.py",598   "sha256": "2c1b07403774083e2282dabc7efdeab17998b302838251c2e88dfe9619d40610",599   "language": "Python",600   "lines": 270,601   "truncated": false,602   "block": 17,603   "row": 31813604  },605  {606   "path": "deepmd/dpmodel/descriptor/dpa4_nn/block.py",607   "sha256": "156380499c393ae42c7d0d953209ed473047855bf54d7286c8a44ba00dd6dba0",608   "language": "Python",609   "lines": 1143,610   "truncated": false,611   "block": 18,612   "row": 5235613  },614  {615   "path": "deepmd/dpmodel/descriptor/dpa4_nn/cartesian.py",616   "sha256": "3f31a7edc1ffeb385d164269edc22777cfbf1aee0cbdafcf8f338ac471a5dc83",617   "language": "Python",618   "lines": 762,619   "truncated": false,620   "block": 18,621   "row": 4455622  },623  {624   "path": "deepmd/dpmodel/descriptor/dpa4_nn/edge_cache.py",625   "sha256": "f8a9a1dc50ccb7d9f572c30590761be9015954907ddc1d78195ace9f29453425",626   "language": "Python",627   "lines": 676,628   "truncated": false,629   "block": 18,630   "row": 4010631  },632  {633   "path": "deepmd/dpmodel/descriptor/dpa4_nn/embedding.py",634   "sha256": "71f09ec8e85c6108b31bd9fae87c97d3042d6cf5da94d349f38cce667db4c0e7",635   "language": "Python",636   "lines": 1318,637   "truncated": false,638   "block": 18,639   "row": 5395640  },641  {642   "path": "deepmd/dpmodel/descriptor/dpa4_nn/ffn.py",643   "sha256": "cded1a3d12df447897a07f425b1fd78eb30c327f9576b70a11d5a740486c06ed",644   "language": "Python",645   "lines": 396,646   "truncated": false,647   "block": 18,648   "row": 1727649  },650  {651   "path": "deepmd/dpmodel/descriptor/dpa4_nn/grid_net.py",652   "sha256": "3842d82c6e46ae603d6219ced7c282d5a5e734ffcf41a0bfcd75efe46b082f53",653   "language": "Python",654   "lines": 1671,655   "truncated": false,656   "block": 18,657   "row": 5550658  },659  {660   "path": "deepmd/dpmodel/descriptor/dpa4_nn/indexing.py",661   "sha256": "7bec820319ffa1fe664c068800cc94a26f19d85ce31e4743ae7ef66ccc20bad4",662   "language": "Python",663   "lines": 457,664   "truncated": false,665   "block": 18,666   "row": 1545667  },668  {669   "path": "deepmd/dpmodel/descriptor/dpa4_nn/lora.py",670   "sha256": "c32c4dc82e933e093341c66816701980018142cad8df8e62ecc1403270180a26",671   "language": "Python",672   "lines": 989,673   "truncated": false,674   "block": 18,675   "row": 5039676  },677  {678   "path": "deepmd/dpmodel/descriptor/dpa4_nn/mlp.py",679   "sha256": "e50c70cf0894ef71ef1389122d95ee0fc03737640dc85b67058457e11bbe6a3b",680   "language": "Python",681   "lines": 247,682   "truncated": false,683   "block": 17,684   "row": 31200685  },686  {687   "path": "deepmd/dpmodel/descriptor/dpa4_nn/norm.py",688   "sha256": "9d5692f31ef9fe2b4703513aaf4d637e88b9851ebd4b80e1efb30d7194bec8e6",689   "language": "Python",690   "lines": 591,691   "truncated": false,692   "block": 18,693   "row": 3558694  },695  {696   "path": "deepmd/dpmodel/descriptor/dpa4_nn/projection.py",697   "sha256": "6db7d4fa67042b225cbc87e8c5cbb62dc80df574bb5e9889398ab5af97c49d06",698   "language": "Python",699   "lines": 610,700   "truncated": false,701   "block": 18,702   "row": 3903703  },704  {705   "path": "deepmd/dpmodel/descriptor/dpa4_nn/radial.py",706   "sha256": "b5875c0f3078518480af71123ef774c4cba74bf7dfdd58a6c0b62bf558345388",707   "language": "Python",708   "lines": 631,709   "truncated": false,710   "block": 18,711   "row": 3633712  },713  {714   "path": "deepmd/dpmodel/descriptor/dpa4_nn/so2.py",715   "sha256": "b91282beab960749fa21cb6c1de6deb9ddb67af8f3aff52a5d38949a9a6fd7ad",716   "language": "Python",717   "lines": 3153,718   "truncated": false,719   "block": 18,720   "row": 5830721  },722  {723   "path": "deepmd/dpmodel/descriptor/dpa4_nn/so3.py",724   "sha256": "1f4d596efb431a7107924ff6e0ee39ae48e6183e7eb6160ad8f9f61c9a6e0766",725   "language": "Python",726   "lines": 545,727   "truncated": false,728   "block": 18,729   "row": 3067730  },731  {732   "path": "deepmd/dpmodel/descriptor/dpa4_nn/utils.py",733   "sha256": "de1e53315ffd4a4cf2ed1212b5cbb1917df69615f1f86b04e647e67147ab79f9",734   "language": "Python",735   "lines": 105,736   "truncated": false,737   "block": 17,738   "row": 25046739  },740  {741   "path": "deepmd/dpmodel/descriptor/dpa4_nn/wignerd.py",742   "sha256": "9088c656268eb7276caccc892195e1251056e11769c3af1b198db824db762b62",743   "language": "Python",744   "lines": 1843,745   "truncated": false,746   "block": 18,747   "row": 5620748  },749  {750   "path": "deepmd/dpmodel/descriptor/dpa4c.py",751   "sha256": "cd94b3d8538e6823c01f0afcb2a74cb4e5be923cfa1d16b317b6fb4801a010cd",752   "language": "Python",753   "lines": 2078,754   "truncated": false,755   "block": 18,756   "row": 5686757  },758  {759   "path": "deepmd/dpmodel/descriptor/dpa4c_nn/__init__.py",760   "sha256": "0c66c49a1d46c3f1d6c3a3b71169325d8723fc588c6c8b87ecf78b5d3aa23b12",761   "language": "Python",762   "lines": 52,763   "truncated": false,764   "block": 17,765   "row": 20679766  },767  {768   "path": "deepmd/dpmodel/descriptor/dpa4c_nn/bispectrum.py",769   "sha256": "d4ba8489ab740e0837cac8cf6e3b0f5674b4564701110d4384fbe782051c5b04",770   "language": "Python",771   "lines": 315,772   "truncated": false,773   "block": 17,774   "row": 32823775  },776  {777   "path": "deepmd/dpmodel/descriptor/dpa4c_nn/charge_state.py",778   "sha256": "bca546b736f5ac4dbbeccb7db3fe307e9e03afefaa6a8d3aaa69b247692c58d5",779   "language": "Python",780   "lines": 316,781   "truncated": false,782   "block": 18,783   "row": 548784  },785  {786   "path": "deepmd/dpmodel/descriptor/dpa4c_nn/geometry.py",787   "sha256": "13904a41fc6d2fe03b818aa1bd15ac0879eb0dcfe41a83568fa45cf800730baa",788   "language": "Python",789   "lines": 271,790   "truncated": false,791   "block": 17,792   "row": 31914793  },794  {795   "path": "deepmd/dpmodel/descriptor/dpa4c_nn/pair_film.py",796   "sha256": "653666975a877411a0b717eb064c4df88f32c05716a8b3811a93af0e0f1195b8",797   "language": "Python",798   "lines": 374,799   "truncated": false,800   "block": 18,801   "row": 1703802  },803  {804   "path": "deepmd/dpmodel/descriptor/dpa4c_nn/readout.py",805   "sha256": "0804d4435144cd18efb9ec5bb87e6774eee7570c83914d2dbefc8c1f05e1d243",806   "language": "Python",807   "lines": 527,808   "truncated": false,809   "block": 18,810   "row": 2917811  },812  {813   "path": "deepmd/dpmodel/descriptor/dpa4c_nn/spin.py",814   "sha256": "a836f5604e3bcab7e336176c3aea872af3d1426c3c9e3cb8a6e5e4883fe1c090",815   "language": "Python",816   "lines": 802,817   "truncated": false,818   "block": 18,819   "row": 4579820  },821  {822   "path": "deepmd/dpmodel/descriptor/hybrid.py",823   "sha256": "4d8777b78160860640d20784dfd0c668e2829658cf3f8b5e423b72dcaf22d6b8",824   "language": "Python",825   "lines": 478,826   "truncated": false,827   "block": 18,828   "row": 2894829  },830  {831   "path": "deepmd/dpmodel/descriptor/make_base_descriptor.py",832   "sha256": "2a7da6aa34aef9bc98108c6f0ace0a7542175ccb6c8d3d435320610fb0034f26",833   "language": "Python",834   "lines": 446,835   "truncated": false,836   "block": 18,837   "row": 2674838  },839  {840   "path": "deepmd/dpmodel/descriptor/repflows.py",841   "sha256": "183ada70432c224f5d48bf1922ff0656d62737164d54e5961c8c768d3b1971be",842   "language": "Python",843   "lines": 2525,844   "truncated": false,845   "block": 18,846   "row": 5746847  },848  {849   "path": "deepmd/dpmodel/descriptor/repformers.py",850   "sha256": "922e3b80d926bf300215087760106ed1879a32f719a892c69a6cb4df568be1b6",851   "language": "Python",852   "lines": 3090,853   "truncated": false,854   "block": 18,855   "row": 5796856  },857  {858   "path": "deepmd/dpmodel/descriptor/se_atten_v2.py",859   "sha256": "21fa0a33d8ff074b971abb61377d4e8f9ac0b59fc67b8a692a2f05dee93802c1",860   "language": "Python",861   "lines": 342,862   "truncated": false,863   "block": 18,864   "row": 1629865  },866  {867   "path": "deepmd/dpmodel/descriptor/se_e2_a.py",868   "sha256": "23384b9934817fcf3fc10966e1d3cfaa6d8eb30e50a405f2284729eebdbacc6a",869   "language": "Python",870   "lines": 833,871   "truncated": false,872   "block": 18,873   "row": 4581874  },875  {876   "path": "deepmd/dpmodel/descriptor/se_r.py",877   "sha256": "b7310972742866cab47d83757c16503f84006365b68150d4aa44d9c88a770cde",878   "language": "Python",879   "lines": 629,880   "truncated": false,881   "block": 18,882   "row": 3662883  },884  {885   "path": "deepmd/dpmodel/descriptor/se_t.py",886   "sha256": "73ee16a443ec68c7ece13164598a9557b6a0cde1f41c7176b7c87b3995520e4c",887   "language": "Python",888   "lines": 531,889   "truncated": false,890   "block": 18,891   "row": 3210892  },893  {894   "path": "deepmd/dpmodel/descriptor/se_t_tebd.py",895   "sha256": "6826208168c61797e5c0abe77e412336914061e2138b3cc93d9daafe6d4dfa2a",896   "language": "Python",897   "lines": 1061,898   "truncated": false,899   "block": 18,900   "row": 4997901  },902  {903   "path": "deepmd/dpmodel/entrypoints/__init__.py",904   "sha256": "508a3c4b15574a67eeb18111d320ec927318913a84d6a39b2a7f6fe556d7fb0f",905   "language": "Python",906   "lines": 2,907   "truncated": false,908   "block": 17,909   "row": 17423910  },911  {912   "path": "deepmd/dpmodel/entrypoints/compress.py",913   "sha256": "24c3d2ae530147c2e5ce017bebd4dfe95f6c3b63e923b1a189113e6682967d7b",914   "language": "Python",915   "lines": 44,916   "truncated": false,917   "block": 17,918   "row": 20929919  },920  {921   "path": "deepmd/dpmodel/entrypoints/compress_common.py",922   "sha256": "a67dbaee620d30e52e2331f7a953abd71ce4ac6bbdd8699f8e8bd79c0986f431",923   "language": "Python",924   "lines": 109,925   "truncated": false,926   "block": 17,927   "row": 25159928  },929  {930   "path": "deepmd/dpmodel/entrypoints/main.py",931   "sha256": "2ee2f6d340bd852190d32fc20b0e044d41b91bd71656a3088bd5c8a3dd72e7f1",932   "language": "Python",933   "lines": 58,934   "truncated": false,935   "block": 17,936   "row": 21492937  },938  {939   "path": "deepmd/dpmodel/fitting/__init__.py",940   "sha256": "46141b33ced0451cc63aadecc3a9782e214327393961edda823706486bc0fe89",941   "language": "Python",942   "lines": 36,943   "truncated": false,944   "block": 17,945   "row": 19245946  },947  {948   "path": "deepmd/dpmodel/fitting/base_fitting.py",949   "sha256": "9df78db741b1ec57c549cf2b9ac61319cfb96ef4a87175ed0a6c22a3ed115543",950   "language": "Python",951   "lines": 8,952   "truncated": false,953   "block": 17,954   "row": 17752955  },956  {957   "path": "deepmd/dpmodel/fitting/dipole_fitting.py",958   "sha256": "fa1ccd687b54c5194765de2539e88b2cc68ddd70bc02d9db5ad060577b9ff776",959   "language": "Python",960   "lines": 255,961   "truncated": false,962   "block": 17,963   "row": 32518964  },965  {966   "path": "deepmd/dpmodel/fitting/dos_fitting.py",967   "sha256": "6a45a87b297dbfea36c918708a1abdfe15831deaca6f9030d000b4c4ae0f9f37",968   "language": "Python",969   "lines": 125,970   "truncated": false,971   "block": 17,972   "row": 26206973  },974  {975   "path": "deepmd/dpmodel/fitting/dpa4_ener.py",976   "sha256": "97aa782063d89049838a02cb4264b6b01c8c6131eec6d9020926f5b224f76113",977   "language": "Python",978   "lines": 484,979   "truncated": false,980   "block": 18,981   "row": 2598982  },983  {984   "path": "deepmd/dpmodel/fitting/ener_fitting.py",985   "sha256": "3e351ba4a10976b4af958092b4a039f013202fe5db1a8d58567a986e68034c9d",986   "language": "Python",987   "lines": 96,988   "truncated": false,989   "block": 17,990   "row": 24745991  },992  {993   "path": "deepmd/dpmodel/fitting/general_fitting.py",994   "sha256": "336974a09fabfcc52821592d68c0007f5869ed0f1f0e0f80cb6c85e88b34de00",995   "language": "Python",996   "lines": 1143,997   "truncated": false,998   "block": 18,999   "row": 52421000  },1001  {1002   "path": "deepmd/dpmodel/fitting/invar_fitting.py",1003   "sha256": "1bcced6afc8b5573963521c38b95610862379c855cea5ec3a8db508f0851888a",1004   "language": "Python",1005   "lines": 280,1006   "truncated": false,1007   "block": 18,1008   "row": 1891009  },1010  {1011   "path": "deepmd/dpmodel/fitting/make_base_fitting.py",1012   "sha256": "c85142486f206f088e04fe5261549ba8bd78f6aef935eb7047438809d89f4ea6",1013   "language": "Python",1014   "lines": 145,1015   "truncated": false,1016   "block": 17,1017   "row": 274491018  },1019  {1020   "path": "deepmd/dpmodel/fitting/polarizability_fitting.py",1021   "sha256": "65898e107ab43345a1ec60c4b1914359654c491799f925388b3b6c478038e15b",1022   "language": "Python",1023   "lines": 390,1024   "truncated": false,1025   "block": 18,1026   "row": 22121027  },1028  {1029   "path": "deepmd/dpmodel/fitting/property_fitting.py",1030   "sha256": "e0b2027e58a31e340f0129e0627a546721b379a6001f0d6f9c24c653ece58379",1031   "language": "Python",1032   "lines": 169,1033   "truncated": false,1034   "block": 17,1035   "row": 295961036  },1037  {1038   "path": "deepmd/dpmodel/infer/__init__.py",1039   "sha256": "8f965b64c6f03b776c3cd812caa39861cb12701e800960392a02dff84d8c3667",1040   "language": "Python",1041   "lines": 1,1042   "truncated": false,1043   "block": 17,1044   "row": 171831045  },1046  {1047   "path": "deepmd/dpmodel/infer/deep_eval.py",1048   "sha256": "ea1d511e9e3183c39d5c2f0107b48b9abd850bcdf25b5ffee2b52a97bf3eebdd",1049   "language": "Python",1050   "lines": 506,1051   "truncated": false,1052   "block": 18,1053   "row": 28241054  },1055  {1056   "path": "deepmd/dpmodel/loss/__init__.py",1057   "sha256": "0b07d057c7328388f95b4159d0adb25b0fc8ee891fa4195279608da6d666f30d",1058   "language": "Python",1059   "lines": 24,1060   "truncated": false,1061   "block": 17,1062   "row": 186211063  },1064  {1065   "path": "deepmd/dpmodel/loss/dos.py",1066   "sha256": "a8876a5e1f2c956956bf5e4d40bec7d0f12e10d18b025bee0d5dffd01533cffc",1067   "language": "Python",1068   "lines": 298,1069   "truncated": false,1070   "block": 18,1071   "row": 7561072  },1073  {1074   "path": "deepmd/dpmodel/loss/ener.py",1075   "sha256": "803bc1742a776e147d1dde39ccc8b5dac2e01d4e937093ec939785ffd3b62a1a",1076   "language": "Python",1077   "lines": 1056,1078   "truncated": false,1079   "block": 18,1080   "row": 52701081  },1082  {1083   "path": "deepmd/dpmodel/loss/ener_spin.py",1084   "sha256": "14ea16034b91b6afbc31919f73a30734432b6d65b5380ee95af68e85d7746747",1085   "language": "Python",1086   "lines": 550,1087   "truncated": false,1088   "block": 18,1089   "row": 39081090  },1091  {1092   "path": "deepmd/dpmodel/loss/loss.py",1093   "sha256": "346bea3e535961862f44cf36666f83f30b6c3f2ec75de11ec1db34ccbeb9fbf8",1094   "language": "Python",1095   "lines": 142,1096   "truncated": false,1097   "block": 17,1098   "row": 263541099  },1100  {1101   "path": "deepmd/dpmodel/loss/property.py",1102   "sha256": "cbbf04451db1cf311034fde1f3af6e6acbf79b142ce6272ba7261e5d2b872917",1103   "language": "Python",1104   "lines": 227,1105   "truncated": false,1106   "block": 17,1107   "row": 309151108  },1109  {1110   "path": "deepmd/dpmodel/loss/reduction.py",1111   "sha256": "6dd6dfd3ad23481e87811858c5fd841541670c22817797632bb61083853876f2",1112   "language": "Python",1113   "lines": 206,1114   "truncated": false,1115   "block": 17,1116   "row": 319631117  },1118  {1119   "path": "deepmd/dpmodel/loss/tensor.py",1120   "sha256": "1822fa605fb2314d2cc69d3d873484243fb5121ac57255c4551f5a2f68df5ac0",1121   "language": "Python",1122   "lines": 237,1123   "truncated": false,1124   "block": 17,1125   "row": 315611126  },1127  {1128   "path": "deepmd/dpmodel/model/__init__.py",1129   "sha256": "b8d38ae7728e3a39e12ec20a6f25fe772479187d05177a82ae5ce8e1d5725df1",1130   "language": "Python",1131   "lines": 65,1132   "truncated": false,1133   "block": 17,1134   "row": 213751135  },1136  {1137   "path": "deepmd/dpmodel/model/base_model.py",1138   "sha256": "dc1b15d741c095c850d63866f91c9f6e23b38db194220ab2aac89fa666a350eb",1139   "language": "Python",1140   "lines": 335,1141   "truncated": false,1142   "block": 18,1143   "row": 5791144  },1145  {1146   "path": "deepmd/dpmodel/model/dipole_model.py",1147   "sha256": "7a826633bfa76bdea851690b3ad6de9db9f18b5fe13728e79ddb672ac6f154d7",1148   "language": "Python",1149   "lines": 125,1150   "truncated": false,1151   "block": 17,1152   "row": 271191153  },1154  {1155   "path": "deepmd/dpmodel/model/dos_model.py",1156   "sha256": "2f1f24c85e1b387707b955b649588008a11a7fe1a3f62fee112f1651700f8fe7",1157   "language": "Python",1158   "lines": 107,1159   "truncated": false,1160   "block": 17,1161   "row": 247751162  },1163  {1164   "path": "deepmd/dpmodel/model/dp_linear_model.py",1165   "sha256": "281142937834b905babebc4274761c80e31b3daba61108363904526545e3db53",1166   "language": "Python",1167   "lines": 95,1168   "truncated": false,1169   "block": 17,1170   "row": 252851171  },1172  {1173   "path": "deepmd/dpmodel/model/dp_model.py",1174   "sha256": "42444df210a06b02bdf33a02288b21df79beeec3bb9c1ccdf573a45599ca8d4d",1175   "language": "Python",1176   "lines": 60,1177   "truncated": false,1178   "block": 17,1179   "row": 221101180  },1181  {1182   "path": "deepmd/dpmodel/model/dp_zbl_model.py",1183   "sha256": "a9d29c5afd7fcca0762fe44484b5a2a01a430d633152b45c785cd39da95a4232",1184   "language": "Python",1185   "lines": 182,1186   "truncated": false,1187   "block": 17,1188   "row": 295211189  },1190  {1191   "path": "deepmd/dpmodel/model/dpa4_model.py",1192   "sha256": "e6ace01a3e1e6559fcaa33005c565b2e86364f96b1b877889a7b1bb0908d22ce",1193   "language": "Python",1194   "lines": 26,1195   "truncated": false,1196   "block": 17,1197   "row": 197271198  },1199  {1200   "path": "deepmd/dpmodel/model/edge_transform_output.py",

Showing the first 1,200 of 18003 lines. Download the file for the rest.