Algorithms

This repository contains matrix-based Python implementations of linear regression and k-means clustering models.

Repository Structure

• ml_algorithms (main directory)
  • linear_regression.py - class LinearModel
  • k_means_clustering.py - class KMeansClassifier

Results

Future Work

• Add logistic regression, naive Bayes, or a decision tree of some sort
• Put on PyPi so this can be installied via conda? I'm doubt that's worth it because there's libraries that do the same thing and probably much more efficiently.

Contributions

Contributions are welcome! PR away if you find anything that should be changed!