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Random-forests-and-Feature-Engineering

This repo is accompanied with the blog post series on Medium (links below)

  • Part 1 - Goes through the details of the Random Forest algorithm and some common preprocessing techniques
  • Part 2 - Goes through techniques like calculating feature importance, correlation, partial dependence and removing time dependence

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Code for the blog: Feature Engineering with Random Forests

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