/scratched-ml

Machine Learning algorithms from scratch. Everything from scratch in one module.

Primary LanguagePython

scratched-ml

Machine Learning algorithms from scratch. Everything from scratch in one module.

Implemented

  1. Linear Regression
  2. Lasso Regression
  3. Ridge Regression
  4. Logistic Regression
  5. Multinomial Naive Bayes
  6. Gaussian Naive Bayes
  7. Support Vector Machine
  8. Decision Tree Classifier
  9. Decision Tree Regressor
  10. AdaBoost
  11. Non-negative Matrix Factorization
  12. Hierarchical Clustering (agglomerative)