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tprojection's Introduction

tprojection

PyPI version Build Status Code cov

This library allows you to visually inspect the bivariate relation between a dependent variable (the target) and any feature in a meaningful way. This library is particularly convenient when the target and/or the feature are categorical, ie when it is difficult to compute a traditionnal correlation coefficient. And by the way, Tprojection stands for target projection.

Installation

pip install tprojection

Basic usage

 from tprojection import Tprojection

 tproj = Tprojection(df, "target", "predictor")
 tproj.plot()

Advanced usage

You can find several examples depicting more advanced functionalities in examples/examples.ipynb

Documentation

Please find a light documentation here

Credits

This package was created with Cookiecutter and the cookiecutter-pypackage project template.

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