Metadata-Version: 2.4
Name: survinsights
Version: 0.0.3
Summary: Interpretation of ML-based survival methods
Project-URL: Documentation, https://github.com/TeamHeKA/survinsights#README
Project-URL: Issues, https://github.com/TeamHeKA/survinsights/issues
Project-URL: Source, https://github.com/TeamHeKA/survinsights
Author-email: lucas.ducrot@inria.fr, van-tuan.nguyen@inria.fr
License-Expression: MIT
License-File: LICENSE
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Software Development
Requires-Python: >=3.9
Requires-Dist: lifelines
Requires-Dist: matplotlib
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: seaborn
Requires-Dist: shap
Description-Content-Type: text/markdown

# survinsights

[![PyPI version](https://img.shields.io/pypi/v/survinsights.svg)](https://pypi.org/project/survinsights/)
[![PyPI Python versions](https://img.shields.io/pypi/pyversions/survinsights.svg)](https://pypi.org/project/survinsights/)
[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://spdx.org/licenses/MIT.html)

_survinsights_ is a framework for interpreting survival models

## Quick description

_survinsights_ is a Python 3 package 

## Notebook tutorial

The Jupyter notebooks in folder "examples" give useful tutorials of how to use the framework
