https://github.com/awslabs/dgl-lifesci

sort by:
Revision Author Date Message Commit Date
be8bc71 Remove np.long which is no longer supported in latest numpy (#213) 16 April 2023, 03:55:52 UTC
90061b1 Update README.md 13 February 2023, 08:39:15 UTC
cd20c29 Update (#210) Co-authored-by: Ubuntu <ubuntu@ip-172-31-36-188.ap-northeast-1.compute.internal> 13 February 2023, 08:38:45 UTC
e1da7de Update README.md 13 February 2023, 08:06:02 UTC
c5b3c59 Cache mol featurizer at init time (#206) * Cache mol featurizer at init time On a batch scale, featurizer loading turned out to be a significant bottleneck. * Address comments 11 January 2023, 15:46:55 UTC
26cff32 Update model.gnn.rst 21 December 2022, 13:41:07 UTC
5a3f68e Update model.gnn.rst 21 December 2022, 13:40:19 UTC
091d58a Update model.zoo.rst 21 December 2022, 13:31:07 UTC
f897baf Update model.gnn.rst 21 December 2022, 13:30:23 UTC
4bf85c2 Update README.md 21 December 2022, 13:20:28 UTC
0390071 Update libinfo.py 21 December 2022, 13:06:32 UTC
5d45f8d Add allow_zero_in_degree option for gat and gcn models (#203) * add allow_zero_in_degree option for gat and gcn models * add to contributors 20 December 2022, 15:07:32 UTC
c1e77db add gatv2 model (#202) * add gatv2 model and test for it * fix bug in imports in test_new_dataset.py * add attention outputs * add gatv2 to example. copied hyperparams from GAT, need to optimize! * Update * Update * Update Co-authored-by: Ubuntu <ubuntu@ip-172-31-36-188.ap-northeast-1.compute.internal> 20 December 2022, 12:06:32 UTC
54649fb unpin scikit-learn version (#197) 10 October 2022, 10:38:03 UTC
91ef785 Update csv_dataset.py (#189) 29 July 2022, 12:20:38 UTC
57b04a4 Update (#187) Co-authored-by: Ubuntu <ubuntu@ip-172-31-53-142.us-west-2.compute.internal> 28 July 2022, 08:29:25 UTC
f854adf Update (#181) 16 June 2022, 06:45:12 UTC
a6f4596 [Refactor] Re-implement some functional APIs as modules (#180) * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update 11 June 2022, 11:50:04 UTC
9784e62 Update (#179) 11 June 2022, 06:05:45 UTC
3b87bd5 Update jtvae.py (#178) 30 April 2022, 06:52:11 UTC
e98aee5 Update README.md 20 March 2022, 16:26:36 UTC
4ca5645 [Doc] Update (#175) * Update * Update 12 March 2022, 14:06:33 UTC
2ad2608 Update README.md 10 March 2022, 14:38:39 UTC
bdd9028 Update Doc (#174) * update * Update 10 March 2022, 14:34:35 UTC
b2616d7 Update default number of processes to 1 (#172) Co-authored-by: Marcos Pedro Ferreira Leal Silva <marcos.leal@zoom.com.br> 24 February 2022, 03:13:30 UTC
ed73257 Update complex_to_graph.py (#170) 21 February 2022, 16:12:45 UTC
67ea217 Update README.md 20 February 2022, 09:08:41 UTC
8fd3dba Update (#168) 30 January 2022, 10:39:19 UTC
0000e6e Release of 0.2.9 (#167) * Update * Update README.md Co-authored-by: Ubuntu <ubuntu@ip-172-31-31-136.us-west-2.compute.internal> 17 January 2022, 09:50:58 UTC
f8a1764 Update README.md 30 November 2021, 05:28:39 UTC
0149145 [Example] Update Hyperparameters (#160) * Update * Update 19 November 2021, 19:28:37 UTC
d7522cc [Example] Multitask Molecular Property Prediction with GNN (#159) * Update * Update * Fix * Fix * Update * Fix * Fix * Fix * Fix * Fix * Update * Update 16 November 2021, 15:43:48 UTC
ef58e80 Update README.md 06 October 2021, 03:59:59 UTC
cd80291 Update README.md 06 September 2021, 16:20:01 UTC
4783764 Update README.md 01 September 2021, 16:09:50 UTC
bb5d2ec Update CONTRIBUTORS.md 19 July 2021, 07:17:55 UTC
d4eba81 Fix (#154) Co-authored-by: Ubuntu <ubuntu@ip-172-31-22-156.us-west-2.compute.internal> 18 July 2021, 10:16:28 UTC
0e3fc86 Fix device placement in ogbg_ppa graph property prediction example (#153) * fix device placement * fix device placement for eval method 18 July 2021, 09:49:50 UTC
70f173b PotentialNet model and graph constructor (#77) * Add graph construction for PotentialNet * ignore jupyter notebooks * Fix graph constrution Set "remove_hs=True", to make sure the node numbers are consistent for diferent graphs. Fix dataset download overwrite. * Fix model etypes for stage 1 are now sucessfully implemented * Attempt to incorporate PotentialNet into binding_affnity_prediction/main.py To fix: loss function error; args in configure.py * update deprecated functions * Handle batched graph Now it's able to train by calling main.py * Handles etypes with torch * add device info to etypes * Update args and fix for eval_epoch to be tested on gpu * Set explicit_hydrogen in mol_to_graph to None No longer apply snitize and remove_hs when loading from PDBBind Also updated deprecated functions * Hyperparameters update & minor fixes * Add stage 2 etypes Digitize the edge distances [0.0, 2.0, 3.5, 4.0, 5.0] into 4 type of edges in stage 2 * Customized Gated_Graph_Conv for stage 1; Customize distance bins for stage 2 edge types * Add validation for main.py; Add refined_random configure * stage 3 update: customized hidden dimension * reduce features and add hyperparameters search * Add bond types to stage 2 * add bond types and bonds (from bigraph) to stage 2; add max_neighbor as hyperparameter * Set core to be the test set; eval on each epoch; hyperparameter update * add eval (test and val) at each epoch; save the scores at each epoch to file * attempt to test for scaffold split, need to be fixed * Parallel graph construction; add stratified and scaffold split for potentialnet * Fix scaffold split; Attempt to fix multiprocessing on Linux * Fix Tensor.nonzero() DeprecationWarning * Add PDBBind v2007; Reorganize pdbbind.py; Write docstrings * intial run on v2007 * add env specs * add new agrusment whether to remove core set from refined set * Update python/dgllife/data/pdbbind.py Co-authored-by: jcyang <jincai.yang@foxmail.com> * Update python/dgllife/data/pdbbind.py Co-authored-by: jcyang <jincai.yang@foxmail.com> * Update pdbbind.py * Add argument for trials; add argument for saving r2 * Add save_path; fix trial number * Add agglomerative sequence and structure split; Change PDBBind2007 download source to DGL data * small typo fix * small_typo_fixed * DocStrings * Improvement for handling arguments; Update configure.py * Set default explicit_hydrogens=False; cleanup yuhang_logs * Add README; Increase batch size; Add pin_memory * Update README * Update README.md * Fix typos; Change best test_epoch to best val_epoch for reporting performance * Fix typos * Allow for customized dataset input * Fix code formatting * Improve formatting; Add docstrings; Add argument for num_workers * minor fix PN graph construct * Update configure.py; Add argument for num_workers; Improve formatting. * Update README * Fix typos and formatting * Fix typos and formatting * minor fix * minor fix * minor fix * Customized featurizer * Update num_workers argument * Ignore uncommon node features Ignored features: atom Cs, Sr; implicit valence 4; total degree 5,6,7,8; * change hyperparameters in configure.py * Update performance with new parameters * Update performance in README Co-authored-by: Mufei Li <mufeili1996@gmail.com> Co-authored-by: Ubuntu <ubuntu@ip-172-31-29-176.us-west-2.compute.internal> Co-authored-by: Zhuhui-node108 <zhuhui@nibs.ac.cn> Co-authored-by: zhuhui-in <69226545+zhuhui-in@users.noreply.github.com> Co-authored-by: jcyang <jincai.yang@foxmail.com> 11 July 2021, 12:53:48 UTC
87afab2 Update README.md 29 June 2021, 01:55:26 UTC
cdac849 Update README.md 29 June 2021, 01:54:39 UTC
613e447 Update (#149) Co-authored-by: Ubuntu <ubuntu@ip-172-31-16-167.us-west-2.compute.internal> 19 May 2021, 16:45:49 UTC
b340655 [Release] 0.2.8 (#147) * Update * Update Co-authored-by: Ubuntu <ubuntu@ip-172-31-30-148.us-west-2.compute.internal> 13 May 2021, 14:17:05 UTC
18021ad Update (#146) Co-authored-by: Ubuntu <ubuntu@ip-172-31-30-148.us-west-2.compute.internal> 13 May 2021, 14:01:07 UTC
c48700d Update (#145) Co-authored-by: Ubuntu <ubuntu@ip-172-31-30-148.us-west-2.compute.internal> 11 May 2021, 04:28:57 UTC
2fbf5fd Update README.md 25 April 2021, 16:32:41 UTC
36b5e85 [Release] 0.2.7 (#142) * Update * Update * Update Co-authored-by: Ubuntu <ubuntu@ip-172-31-59-108.us-west-2.compute.internal> 25 April 2021, 15:00:06 UTC
8febcce Fix JTVAE (#141) * Update * Update * Update * Update * Update * Update * update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * update * update * Update * Update * Update * Update * update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Fix 18 April 2021, 17:59:47 UTC
d781b80 Adding PAGTN model with tests (#139) * Adding PAGTN model with tests * Fixing linting errors * Fixing class name to PAGTNGNN * docs fix * Fixing docs v2 * Doc fix v3 * lint fix 10 March 2021, 08:29:08 UTC
5daece4 Adding PAGTN featurizers along with tests (#138) * Adding PAGTN featurizers along with tests * Fixing linting 1 * Fixing after first review * Fixing linting * Minor fix * Fixing path feature docs * Doc fix for path feturizer 10 March 2021, 08:24:11 UTC
7093cf1 Update (#133) 04 March 2021, 15:40:52 UTC
9a892fd In rexgen example: Enabled reactants and products without bonds. (#135) * In rexgen example: Enabled reactants and products without bonds. In dgllife: Enable graphs without edges in WLN. * Add placeholder for molecules without edges. Co-authored-by: Martin Volk <m.volk@apheris.com> 17 February 2021, 05:31:30 UTC
367c79b In rexgen example: Enable training on CUDA-supporting maching and evaluation on non-CUDA-supporting machine. (#131) 19 January 2021, 17:06:20 UTC
89be5a3 Disable Caching Molecular Graphs by Default (#129) * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Update 10 January 2021, 06:38:26 UTC
69c11a9 [Example] Pre-train GNNs (#110) * [Example] Pretrain_gnns * Change pretrain_gnns location * Create README.md * Fix README.md * Update README.md * Update pretrain_masking.py * Update pretrain_supervised.py * Update pretrain_masking.py * Update * Update * Fix * Update * Improve performance * Fix * Update * Update pretrain_supervised.py * Support custom datasets * Update README.md * Fix typo * Update gin_predictor.py to support skipping readout * Update pretrain_masking.py model * Update * Merge datasets * Update * Create classification.py * Bugfix * Bugfix * Fix gin_predictor.py Support skipping the top linear layer * Update gin_predictor.py Support skipping the readout and top linear layer * Update utils.py * Update pretrain_masking.py * Update * Update .gitignore * Update utils.py * Update pretrain_supervised.py * Update pretrain_masking.py * Update classification.py * Update README.md Update experiment results * Update README.md * Fix * Update * Update * Update pretrain_masking.py * Update pretrain_supervised.py * Update README.md * Update * Update gin_predictor.py * Update gin_predictor.py * Delete model.py * Update * Update * Update * Update * Update * Update * Update * Update Co-authored-by: Mufei Li <mufeili1996@gmail.com> 10 January 2021, 04:13:29 UTC
53ebccf Update CONTRIBUTORS.md 09 January 2021, 09:19:45 UTC
0b14d9a Fixed bug in rexgen example to enable evaluation on CPU. (#128) Co-authored-by: Martin Volk <m.volk@apheris.com> 09 January 2021, 09:17:31 UTC
3f07d1f Update contributors (#125) * Update CONTRIBUTORS.md * Update sum_and_max.py * Update nf.py 04 January 2021, 11:28:15 UTC
033bcb5 [fix] AttentiveFPBondFeaturizer (#124) 04 January 2021, 10:51:43 UTC
c5b8a62 Support Neural Fingerprint for Custom Datasets and MoleculeNet (#122) * Update * Update * Update * Update * Update * Update * Update * Fix * Update * Update 04 January 2021, 05:50:54 UTC
1fe3d42 [Test] Add Test for Neural Fingerprint (#121) * Update * Update 03 January 2021, 08:58:16 UTC
f08db3d Update (#120) 03 January 2021, 08:42:33 UTC
ee906f9 Update (#118) 24 December 2020, 18:17:14 UTC
83bd961 Update README.md 22 December 2020, 10:15:22 UTC
30aa61c Hot Fix for Reaction Center Prediction (#116) * Update * Update * Update * Update * Update * Update * Update * Update 14 December 2020, 17:47:17 UTC
45ac277 Update index.rst 14 December 2020, 05:33:23 UTC
54be3c0 Update (#115) 14 December 2020, 05:26:44 UTC
ae04914 Update (#114) 14 December 2020, 05:02:47 UTC
45234f8 Update 11 December 2020, 19:22:58 UTC
c6fe2f2 Update import from dgl to dgl.data.utils (#111) 10 December 2020, 05:52:06 UTC
112ecb1 Update README.md 25 November 2020, 17:18:08 UTC
45d8405 Update CONTRIBUTORS.md 20 November 2020, 09:31:10 UTC
b0736fd respect sanitize molecule flag when removing hydrogens (#109) 19 November 2020, 03:23:25 UTC
9723c07 Update to 0.2.6 (#106) * Update * Update 28 October 2020, 16:48:10 UTC
e4a8408 Pre-trained Models on MoleculeNet (#104) * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Update * Fix * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Update * Update * Update * Fix * Fix * Fix * Fix * Fix * Update * Fix * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Fix * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Fix * Update * Update * Update * Fix * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Update * Updateg * Update 28 October 2020, 15:50:44 UTC
ecd95c9 Fiix (#103) 06 October 2020, 08:10:19 UTC
a2c0a80 [Rexgen] Fix for DGL 0.5 (#96) * Fix * Update * Update Co-authored-by: Ubuntu <ubuntu@ip-172-31-48-182.us-west-2.compute.internal> 24 September 2020, 08:22:23 UTC
0550e45 [Release] Update to version 0.2.5 (#94) * Update version * Update 17 September 2020, 19:30:26 UTC
7a910d0 [JTVAE] Update for DGL 0.5 (#91) * Update * Fix * Fix * Fix * Fix * Update * Update * Fix * Fix * Fix * Fix * Fix * Update * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Update * Update * Fix * Update * Update * Fix * Fix * Fix * Update * Update * Update * Fix * Fix * Fix * Update * Update * Fix * Update * Update * Update * Update * Fix * Update * Fix * Update * Fix * Fix * Fix * Update * Update * Fix * Fix * Update * Fix * Fix 14 September 2020, 16:57:24 UTC
b532efe Update splitters.py 01 September 2020, 14:51:38 UTC
bbd1949 Update CONTRIBUTORS.md 01 September 2020, 14:48:04 UTC
4cf3793 MurckoScaffold Fix (#85) * add murcko decompose and assert statements * fix bug * fix test indices * delete debugging print statements * delete includeChirality arg * delete includeChirality in tests and k fold split * delete debug statements * fix linting and delete arg docs Co-authored-by: Mufei Li <mufeili1996@gmail.com> 01 September 2020, 14:30:53 UTC
75acff5 [Dataset] Hot Fix for Invalid Molecules (#87) * Fix * Update * Fix * Add MUV * Add HIV * Add BACE * Update * Fix 30 August 2020, 15:26:56 UTC
32b14bd [Dataset] Add Datasets BBBP, ToxCast, SIDER, ClinTox (#86) * Fix * Update * Fix * Add MUV * Add HIV * Add BACE * Update 30 August 2020, 12:07:06 UTC
b014174 [Dataset] BACE (#83) * Fix * Update * Fix * Add MUV * Add HIV * Add BACE 28 August 2020, 19:10:09 UTC
e3d0c6a [Dataset] Add HIV from MoleculeNet (#82) * Fix * Update * Fix * Add MUV * Add HIV 28 August 2020, 12:46:08 UTC
6759b28 [Dataset] MUV from MoleculeNet (#81) * Fix * Update * Fix * Add MUV 28 August 2020, 10:51:53 UTC
1d51422 [Example] Support PR AUC for Classification on CSV Datasets (#80) * Fix * Update * Fix 28 August 2020, 08:30:47 UTC
833aa58 [Eval] Add Support for PR AUC Metric (#79) * Fix * Update 28 August 2020, 07:47:31 UTC
0fa1162 [Dataset] Fix for Downloading Datasets (#78) * Fix * Trigger CI 27 August 2020, 18:10:45 UTC
dc96092 [Example] Bug Fix for Molecular Property Prediction on A CSV Dataset (#76) * PCBA * Update * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix AttentiveFP 27 August 2020, 09:00:22 UTC
7095532 [Dataset] Add Classification Datasets of MoleculeNet (#61) * PCBA * Update * Fix * Fix * Fix * Fix * Fix * Fix * Fix 27 August 2020, 08:57:03 UTC
b27d522 Fix (#75) 24 August 2020, 17:40:51 UTC
da13842 [Data Preprocessing] Support for Virtual Nodes in Graph Construction and Featurization (#74) * Fix * Fix * Support for virtual nodes * Fix 24 August 2020, 16:34:57 UTC
bc1b793 Fix (#73) 24 August 2020, 13:17:07 UTC
6e2d2e6 [Fix] Migrate to 0.5 (#72) * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Update * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix 23 August 2020, 20:38:00 UTC
0d27271 Add self_loop to mol_to_bigraph in UnlabeledSMILES if any model from GIN is used for inference (#66) * self loop fix for UnlabeledSMILES * delete print statement Co-authored-by: Mufei Li <mufeili1996@gmail.com> 23 August 2020, 12:45:44 UTC
e0563ac Migrate to DGL 0.5 (#71) * Update * Update * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix * Fix 22 August 2020, 20:04:36 UTC
56f4bd3 Add parallel processing to MoleculeCSVDataset using joblib (#67) Co-authored-by: Mufei Li <mufeili1996@gmail.com> 21 August 2020, 08:17:45 UTC
a28f6db Support For GuacaMol (#69) * Support For GuacaMol * Support For GuacaMol UPDATE 20 August 2020, 16:50:13 UTC
back to top