Data Mining

This repository contains implementation from scratch of the following Data Mining algorithm :

1. Naive Bayes
2. Logistics Regression
3. Support Vector Machines
4. Decision Trees
5. Bagged Trees
6. Random Forest
7. Boosted Trees
8. K-means
9. PCA(Pincipal Component Analysis)
10. Neural Networks and Perceptron

There's a readme in each section for detailed instruction