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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((week_daily_avg - month_daily_avg) / month_daily_avg) * 100More insights and metrics
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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 <2.0,>=1.3
- pydantic
- pyod
- redis
- scikit-learn >=1.0
- scipy >=1.3.2
- seaborn
- shap >=0.40.0
- statsmodels
- torch >=1.10
21 optional dependencies
-
bandit[testing]extra == "testing"
-
black[testing]extra == "testing"
-
black-nb[testing]extra == "testing"
-
click[testing]extra == "testing"
-
darglint[testing]extra == "testing"
-
doc8[testing]extra == "testing"
-
flake8[testing]extra == "testing"
-
isort[testing]extra == "testing"
-
nbconvert[testing]extra == "testing"
-
nbformat[testing]extra == "testing"
-
optuna[testing]extra == "testing"
-
pre-commit[testing]extra == "testing"
-
py[testing]extra == "testing"
-
pycox[testing]extra == "testing"
-
pytest[testing]extra == "testing"
-
pytest-benchmark[testing]extra == "testing"
-
pytest-cov[testing]extra == "testing"
-
pytest-xdist[testing]extra == "testing"
-
pytest-xprocess[testing]extra == "testing"
-
setuptools[testing]extra == "testing"
-
tabulate[testing]extra == "testing"