Python Machine Learning Explorations

The following projects were a part of CS 6375, a Graduate Level Machine Learning Course taken at the University of Texas at Dallas.

Most, if not all machine learning algorithms, we programmed from the ground up.

Posted are jupyter notebooks converted to an HTML format.

Text Classification with Naive Bayes, MCAP, and Logistic Regression

Netflix Recommendation System

K-Means Image Compression

Tree Classifiers Exploration

Markov Model Solver