Machine Learning Algorithms From Scratch

This repository contains common classic ML algorithms implemented from scratch with numpy and PyTorch.

ToDo:

• Add dummy data generators:
  • Add dummy dataset for classification tasks
  • Add dummy dataset for regression tasks
• Add algorithms
  • Linear regression
  • Naive Bayes Classifier
  • Gaussian Mixture Model
  • KNN
  • K-Means
  • PCA Dimensionality Reduction
  • etc...