├── .gitignore ├── Analysis.ipynb ├── README.md ├── benchmarks ├── k8s_benchmark_pool.sh ├── k8s_benchmark_serve.sh ├── k8s_ray_pool.py ├── k8s_serve_explanations.py ├── ray_pool.py └── serve_explanations.py ├── cluster ├── Makefile.pool ├── Makefile.serve ├── README.md ├── ray_cluster.yaml └── ray_pool_cluster.yaml ├── dockerfiles ├── Dockerfile └── Makefile ├── explainers ├── __init__.py ├── distributed.py ├── interface.py ├── kernel_shap.py ├── utils.py └── wrappers.py ├── images ├── pool_1_node.PNG ├── pool_k8s_32.PNG ├── pool_k8s_56.PNG ├── serve_1_node.PNG ├── serve_k8s_32.PNG └── serve_k8s_56.PNG ├── poetry.lock ├── pyproject.toml ├── requirements.txt ├── requirements_advanced.txt └── scripts ├── fit_adult_model.py └── process_adult_data.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexcoca/DistributedKernelShap/HEAD/.gitignore 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