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

Overview

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

This repository contains Jupyter notebooks implementing the algorithms found in the book 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.

Table of Contents

Owner
Madiyar
Madiyar
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