This repository contains codes for the following machine learning algorithms in Python. Implemented as a part of a Data Mining course.
- Classification methods
- Binary Logistic regression.
- Linear Discriminant Analysis
- Quadtratic Discriminant Analysis
- Principle Component Analysis
- Clustering methods
- K-means
- K-center
- K-Nearest Neighbor
- Mixture Discriminant Analysis