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My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

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Jupyter notebooks for the book "The Elements of Statistical Learning".

This repository contains Jupyter notebooks implementing the algorithms found in the book, proofs and summary of the textbook.

Requirements

  • jupyter
  • pandas
  • numpy
  • matplotlib
  • scipy
  • tensorflow 2 - temporarily until I have a lot of free time to implement them from scratch and it is used only in Chapter 11.

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My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

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