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• ddb7dbfc67 update main Jiarui Li 2025-10-20 16:22:15 +08:00
• 88cccdad2e feat: Optimize AUC evaluation with parallel processing Jiarui Li 2025-10-20 16:16:50 +08:00
• 8f44018bae update evaluate Jiarui Li 2025-10-20 13:47:50 +08:00
• 1c9e2a2fb3 feat: print model config and add evaluation notebook Jiarui Li 2025-10-20 10:14:50 +08:00
• 6b782b86e1 feat: Add model checkpoints and configurations Jiarui Li 2025-10-20 09:38:24 +08:00
• 9a9de170d1 delete Jiarui Li 2025-10-18 22:35:42 +08:00
• 7e57e5d3b1 refactor: Update survival loss calculation in CombinedLoss Jiarui Li 2025-10-18 15:21:10 +08:00
• 14865ac5b6 Refactor: Remove Jupyter Notebook cell markers Jiarui Li 2025-10-18 13:32:26 +08:00
• dbc3000192 add evaluation scripts. Jiarui Li 2025-10-18 13:26:56 +08:00
• 082c719975 feat(models): Refactor generate function in TimeAwareGPT2 with competing risks sampling Jiarui Li 2025-10-18 12:42:14 +08:00
• a631ac6d59 feat: Add load_model function and update training script Jiarui Li 2025-10-18 11:07:59 +08:00
• f7356b183c feat: Add command-line arguments to train.py Jiarui Li 2025-10-18 10:23:12 +08:00
• 3390bc025e feat: Add iteration-based training scripts (single and multi-GPU) Jiarui Li 2025-10-18 10:05:37 +08:00
• a832a45c62 config: Tune hyperparameters for multi-GPU training Jiarui Li 2025-10-17 15:37:42 +08:00
• d760c45baf feat: Add multi-GPU training and improve config/ignore Jiarui Li 2025-10-17 14:09:34 +08:00
• 053f86f4da config: Add weight decay to training configuration Jiarui Li 2025-10-17 13:47:37 +08:00
• d4d25ac9c7 feat: Add covariate-aware model and piecewise encoder Jiarui Li 2025-10-17 12:04:50 +08:00
• fe0304a96a feat: Save model with params in name and log losses Jiarui Li 2025-10-17 10:44:17 +08:00
• 7e8d8d307b chore: Ignore small data files Jiarui Li 2025-10-17 10:34:24 +08:00
• fc0aef4e71 chore: Add .gitignore Jiarui Li 2025-10-17 10:32:42 +08:00
• 02d84a7eca refactor: Use AdamW optimizer and increase early stopping patience Jiarui Li 2025-10-17 10:31:12 +08:00
• cb7575a229 feat: Update model and training parameters Jiarui Li 2025-10-16 18:50:15 +08:00
• e2495f43b0 revert 6e0713048a jiarui_li 2025-10-16 18:37:55 +08:00
• 6e0713048a update attn mask Jiarui Li 2025-10-16 18:29:48 +08:00
• eec406d79f update ignored events. Jiarui Li 2025-10-16 17:10:01 +08:00
• e3e533c9ec update Jiarui Li 2025-10-16 16:58:30 +08:00
• b5172392cb update dpp Jiarui Li 2025-10-16 16:46:33 +08:00
• 6b0b86d9d0 add Multi_GPU support. Jiarui Li 2025-10-16 16:28:52 +08:00
• c7296381b8 Revert "feat: adapt train.py to multi-GPU environment" Jiarui Li 2025-10-16 16:23:38 +08:00
• 2b20299e36 Revert "fix: average loss for multi-GPU training" Jiarui Li 2025-10-16 16:23:35 +08:00
• 85502561ee fix: average loss for multi-GPU training Jiarui Li 2025-10-16 16:21:51 +08:00
• b7aad7a774 feat: adapt train.py to multi-GPU environment Jiarui Li 2025-10-16 16:16:15 +08:00
• 4181ead03a Refactor: Improve attention mechanism and early stopping Jiarui Li 2025-10-16 15:57:27 +08:00
• 8a757a8b1d feat: Add training and validation data via Git LFS Jiarui Li 2025-10-16 14:24:56 +08:00
• 589d4d0bd2 feat: Implement time-aware GPT-2 for patient event prediction Jiarui Li 2025-10-16 14:21:36 +08:00
• 1d4731ae42 Initial commit jiarui_li 2025-10-15 13:54:52 +08:00