jiarui_li/DeepHealth
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Jiarui Li 7e57e5d3b1 refactor: Update survival loss calculation in CombinedLoss
2025-10-18 15:21:10 +08:00
.gitattributes
feat: Add training and validation data via Git LFS
2025-10-16 14:24:56 +08:00
.gitignore
feat: Add multi-GPU training and improve config/ignore
2025-10-17 14:09:34 +08:00
delphi_labels_chapters_colours_icd.csv
add evaluation scripts.
2025-10-18 13:26:56 +08:00
evaluate_auc.py
add evaluation scripts.
2025-10-18 13:26:56 +08:00
evaluate_delphi.py
Refactor: Remove Jupyter Notebook cell markers
2025-10-18 13:32:26 +08:00
GEMINI.md
feat: Implement time-aware GPT-2 for patient event prediction
2025-10-16 14:21:36 +08:00
LICENSE
Initial commit
2025-10-15 13:54:52 +08:00
models.py
refactor: Update survival loss calculation in CombinedLoss
2025-10-18 15:21:10 +08:00
prepare_data.py
feat: Implement time-aware GPT-2 for patient event prediction
2025-10-16 14:21:36 +08:00
README.md
Initial commit
2025-10-15 13:54:52 +08:00
requirements.txt
refactor: Use AdamW optimizer and increase early stopping patience
2025-10-17 10:31:12 +08:00
shap_analysis.py
Refactor: Remove Jupyter Notebook cell markers
2025-10-18 13:32:26 +08:00
train_iter_multigpu.py
feat: Add iteration-based training scripts (single and multi-GPU)
2025-10-18 10:05:37 +08:00
train_iter.py
feat: Add load_model function and update training script
2025-10-18 11:07:59 +08:00
train_multigpu.py
config: Tune hyperparameters for multi-GPU training
2025-10-17 15:37:42 +08:00
train.py
feat: Add command-line arguments to train.py
2025-10-18 10:23:12 +08:00
ukb_real_train.bin
feat: Add training and validation data via Git LFS
2025-10-16 14:24:56 +08:00
ukb_real_val.bin
feat: Add training and validation data via Git LFS
2025-10-16 14:24:56 +08:00
utils.py
feat: Add load_model function and update training script
2025-10-18 11:07:59 +08:00

README.md

DeepHealth

Description
No description provided
Readme BSD-3-Clause 145 MiB
Languages
Python 60.9%
Jupyter Notebook 39.1%