/ML-Algorithms-From-Scratch

Deriving Machine Learning algorithms from first principles.

Primary LanguageJupyter Notebook

ML Algorithms From Scratch

In this folder I carry out machine learning algorithms from first principles to improve my understanding.

This will be an ongoing project and I am hoping to cover the following:

  • Linear Regression ✔️
  • Polynomial Regression
  • Logistic Regression ✔️
  • Support Vector Machines ✔️
  • K-Nearest Neighboor ✔️
  • Naive Bayes
  • K-Means
  • Neural Network ✔️