machine-learning

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

Dependencies

• Python 3.5 or greater.
• Numpy 1.10 or greater
• SciPy 1.0