Metadata-Version: 2.1
Name: impactchart
Version: 0.4.1
Summary: A package for generating impact charts.
Home-page: https://github.com/vengroff/impactchart
License: HL3-CL-ECO-EXTR-FFD-LAW-MIL-SV
Keywords: impact charts,regression,machine learning,analysis
Author: Darren Vengroff
Requires-Python: >=3.11,<4.0
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: Other/Proprietary License
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Dist: PyYAML (>=6.0,<7.0)
Requires-Dist: logargparser (>=0.1.1,<0.2.0)
Requires-Dist: matplotlib (>=3.8.2,<4.0.0)
Requires-Dist: shap (>=0.44.1,<0.45.0)
Requires-Dist: xgboost (>=2.0.3,<3.0.0)
Project-URL: Repository, https://github.com/vengroff/impactchart
Description-Content-Type: text/markdown

# impactchart

[![Hippocratic License HL3-CL-ECO-EXTR-FFD-LAW-MIL-SV](https://img.shields.io/static/v1?label=Hippocratic%20License&message=HL3-CL-ECO-EXTR-FFD-LAW-MIL-SV&labelColor=5e2751&color=bc8c3d)](https://firstdonoharm.dev/version/3/0/cl-eco-extr-ffd-law-mil-sv.html)
![PyPI](https://img.shields.io/pypi/v/impactchart)
![PyPI - Python Version](https://img.shields.io/pypi/pyversions/impactchart)

![PyPI - Status](https://img.shields.io/pypi/status/impactchart?label=PyPI%20Status)
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![GitHub last commit](https://img.shields.io/github/last-commit/vengroff/impactchart)
[![Tests Badge](./reports/junit/tests-badge.svg)](https://vengroff.github.io/impactchart/)
[![Coverage Badge](./reports/coverage/coverage-badge.svg)](https://vengroff.github.io/impactchart/)
[![Documentation Status](https://readthedocs.org/projects/impactchart/badge/?version=latest)](https://impactchart.readthedocs.io/en/latest/?badge=latest)


`impactchart` is a Python library for generating impact charts.

Please see [An Introduction to Impact Charts](https://datapinions.com/an-introduction-to-impact-charts/)
for an introduction to what they are all about.

Applications built on top of `impactchart` be found in the 
projects [evlcharts](https://github.com/vengroff/evlcharts) and
[rihcharts](https://github.com/vengroff/rihcharts).

An earlier version of the code that led to what is now
here produced the impact charts available at [http://rih.datapinions.com/impact.html](http://rih.datapinions.com/impact.html).
This work, and the motivation for the impact chart approach, is discussed at length in the blog post
[Using Interpretable Machine Learning to Analyze Racial and Ethnic Disparities in Home Values](https://datapinions.com/using-interpretable-machine-learning-to-analyze-racial-and-ethnic-disparities-in-home-values/).

