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

• The Iris flower data set comes from here: https://www.kaggle.com/uciml/iris
• The Titanic data set comes from here: https://www.kaggle.com/c/titanic