/samy_learn

Writing a Machine Learning library from scratch

Primary LanguagePython

A Machine Learning Library written from scratch

Machine learning models or concepts written from scratch.

Implemented Models

Algorithms

Supervised

  • Linear Regression
    • OLS
    • Gradient Descent
    • Stochastic Gradient Descent
  • Ridge Regression
  • Logistic Regression
  • KNN

Unsupervised

  • K-means

TODO

  • Classification metrics
  • SVM
  • Decision Trees
  • Neural Networks