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| # ---- Core Python ---- | |
| numpy==1.26.4 | |
| scipy==1.10.0 | |
| pandas==2.2.3 | |
| PyYAML | |
| # ---- PyTorch & ecosystem ---- | |
| torch==2.5.1 | |
| torchvision==0.20.1 | |
| torcheval==0.0.7 | |
| torchmetrics==1.6.0 | |
| pytorch-lightning==2.4.0 | |
| triton==3.1.0 | |
| # ---- MONAI / medical imaging ---- | |
| monai==1.4.0 | |
| itk>=5.3.0 | |
| SimpleITK==2.4.0 | |
| pynrrd==1.1.1 | |
| nibabel==5.3.2 | |
| scikit-image==0.24.0 | |
| scikit-learn==1.5.2 | |
| opencv-python-headless==4.10.0.84 | |
| picai_prep==2.1.13 | |
| # ---- Transformers / Hugging Face ---- | |
| huggingface_hub==1.3.3 | |
| # ---- Visualization ---- | |
| matplotlib==3.9.3 | |
| seaborn==0.13.2 | |
| plotly | |
| # ---- Experiment tracking ---- | |
| wandb==0.16.6 | |
| tensorboard==2.18.0 | |
| # ---- Utilities ---- | |
| tqdm==4.67.1 | |
| gdown==5.2.0 | |
| requests | |
| filelock | |
| packaging | |
| # ---- Streamlit ---- | |
| streamlit==1.50.0 | |
| # ---- Grad-CAM ---- | |
| grad-cam @ git+https://github.com/jacobgil/pytorch-grad-cam.git@781dbc0d16ffa95b6d18b96b7b829840a82d93d1 | |
| # --- Development Tools --- | |
| ruff | |
| mypy | |
| pytest | |
| pytest-mock |