/Decision-Tree-from-Scratch

The purpose of this repository is to code a decision tree classifier from scratch using just numpy and pandas.

Primary LanguageJupyter NotebookMIT LicenseMIT

Decision-Tree-from-Scratch

Overview

This is the code for this video series on YouTube: https://www.youtube.com/watch?v=y6DmpG_PtN0&list=PLPOTBrypY74xS3WD0G_uzqPjCQfU6IRK-

In this series we are going to code a decision tree classifier from scratch using just numpy and pandas.

Dependencies

  • python 3.5.3
  • numpy 1.12.1
  • pandas 0.20.1
  • matplotlib 2.0.2
  • seaborn 0.7.1

Credits