Machine Learning Models

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.

Dataset Credits

Linear Regression: UCI ML Repository

Logistic Regression: UCI ML Repository

Logistic Regression (Multivariate): UCI ML Repository

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
linear_regression		linear_regression
logistic_regression		logistic_regression
neural_network		neural_network
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
import_datasets.py		import_datasets.py