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A python reproduction of the examples and chapters of Feature Engineering and Selection

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nshahpazov/fes-in-python

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Description

This repository contains notes on the Feature Engineering and selection book by Max Kuhn and Kjel Johnson

Table of Contents

  • 01-simple-example.ipynb
  • 02-illustrative-example.ipynb
  • 03-ok-cupud.ipynb
  • 04-eda.ipynb
  • 05-encoding-categorical-variables.ipynb
  • 06-engineering-numeric-predictors.ipynb

TODO:

  • Add conda environment
  • Add dependencies
  • Add mlflow to all of the examples

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A python reproduction of the examples and chapters of Feature Engineering and Selection

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