/ml-from-scratch

ML Topics and Methods written from scratch

Machine Learning models written from scratch

Why writing models from scratch in the first place? Because you don't know what you don't know!

Topics:

  1. Naive-Bayes
  2. Linear Regression (Logistic is a form of it)
  3. K-Nearest-Neighbours
  4. Support Vector Machines
  5. K-Means Clustering
  6. Simple Multi-Layer Perceptrons
  7. Decision-Trees