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kailash-ml


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Author: Terrene Foundation
Summary: Machine learning lifecycle for the Kailash ecosystem
Latest version: 1.7.2
Required dependencies: httpx | kailash | kailash-dataflow | kailash-nexus | lightgbm | numpy | onnxmltools | onnxruntime | plotly | polars | pyarrow | pytorch-lightning | pyyaml | scikit-learn | scipy | skl2onnx | torch | umap-learn | xgboost
Optional dependencies: catboost | d3rlpy | datasets | envpool | grpcio | gymnasium | hypothesis | imbalanced-learn | kailash-align | kailash-kaizen | mypy | onnxruntime-gpu | optuna | pandas | plotly | pytest | pytest-asyncio | pytest-timeout | pytorch-lightning | pyyaml | ragas | ray | ruff | sb3-contrib | scikit-optimize | shap | stable-baselines3 | starlette | statsmodels | timm | torch | torchaudio | torchvision | transformers | trulens-eval | uvicorn | xgboost

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