Machine learning models implemented in pure NumPy. Model architecture was derived from Stanford Machine Learning lectures and course slides.
Code is purely educational in purpose.
Linear Regression: UCI ML Repository
Logistic Regression: UCI ML Repository
Logistic Regression (Multivariate): UCI ML Repository
Neural Network: UCI ML Repository