Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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Dependencies
- cloudpickle
- hyperimpute >=0.1.16
-
importlib-metadata
python_version < "3.8"
- joblib
- lifelines
- loguru
- matplotlib
- numpy >=1.20
- optuna >=3.1.0
- pandas
- pydantic
- pyod
- redis
- scikit-learn >=1.0
- scipy >=1.3.2
- seaborn
- shap >=0.40.0
- statsmodels
- torch >=1.10
69 optional dependencies
-
bandit[dev]extra == "dev"
-
catboost[all]extra == "all"
-
catboost[dev]extra == "dev"
-
catboost[boosting]extra == "boosting"
-
click[dev]extra == "dev"
-
docutils<0.21[dev]extra == "dev"
-
docutils<0.21[docs]extra == "docs"
-
lightgbm[all]extra == "all"
-
lightgbm[boosting]extra == "boosting"
-
lightgbm[dev]extra == "dev"
-
lime[all]extra == "all"
-
lime[explainers]extra == "explainers"
-
lime[dev]extra == "dev"
-
lxml[docs]extra == "docs"
-
lxml[dev]extra == "dev"
-
m2r2[dev]extra == "dev"
-
m2r2[docs]extra == "docs"
-
mistune[dev]extra == "dev"
-
mistune[docs]extra == "docs"
-
nbconvert[dev]extra == "dev"
-
nbconvert[docs]extra == "docs"
-
nbformat[dev]extra == "dev"
-
nbsphinx[dev]extra == "dev"
-
nbsphinx[docs]extra == "docs"
-
plotly[dev]extra == "dev"
-
plotly[all]extra == "all"
-
plotly[dashboard]extra == "dashboard"
-
pre-commit[dev]extra == "dev"
-
psutil[dev]extra == "dev"
-
psutil[all]extra == "all"
-
psutil[dashboard]extra == "dashboard"
-
pycox[survival]extra == "survival"
-
pycox[dev]extra == "dev"
-
pycox[all]extra == "all"
-
pydantic[all]extra == "all"
-
pydantic[dashboard]extra == "dashboard"
-
pydantic[dev]extra == "dev"
-
pytest[dev]extra == "dev"
-
pytest-benchmark[dev]extra == "dev"
-
pytest-cov[dev]extra == "dev"
-
pytest-xdist[dev]extra == "dev"
-
pytest-xprocess[dev]extra == "dev"
-
pytorch-tabnet[tabnet]extra == "tabnet"
-
pytorch-tabnet[all]extra == "all"
-
pytorch-tabnet[dev]extra == "dev"
-
ruff[dev]extra == "dev"
-
setuptools[dev]extra == "dev"
-
sphinx[dev]extra == "dev"
-
sphinx[docs]extra == "docs"
-
sphinx-rtd-theme[docs]extra == "docs"
-
sphinx-rtd-theme[dev]extra == "dev"
-
sphinxemoji[dev]extra == "dev"
-
sphinxemoji[docs]extra == "docs"
-
streamlit[dashboard]extra == "dashboard"
-
streamlit[all]extra == "all"
-
streamlit[dev]extra == "dev"
-
symbolic-pursuit[explainers]extra == "explainers"
-
symbolic-pursuit[dev]extra == "dev"
-
symbolic-pursuit[all]extra == "all"
-
tabulate[dev]extra == "dev"
-
torchtuples[survival]extra == "survival"
-
torchtuples[all]extra == "all"
-
torchtuples[dev]extra == "dev"
-
xgboost[all]extra == "all"
-
xgboost[boosting]extra == "boosting"
-
xgboost[dev]extra == "dev"
-
xgbse[all]extra == "all"
-
xgbse[dev]extra == "dev"
-
xgbse[survival]extra == "survival"