Author: Stephen Tse <***@cmu.edu>
A repository for hosting some of the popular machine learning algorithm implementations.
This is an academic project. Please use scikit-learn instead for general, production-ready implementations.
Language: Python 2.7 / 3.6
Dependency Restriction: only numpy, scipy and Python's built-in libraries (unfortunately pandas is not supported in grading VMs)
- Decision Tree Learner with ID3 Algorithm
- Text Analyzer with Multinomial Logistic Regression
- Handwritten Letters Recognition with Neural Network
- Part-Of-Speech Tagging with Hidden Markov Models
- Maze Solver with Reinforcement Learning