/MLfromscratch

Machine Learning algorithm implementations from scratch.

Primary LanguagePythonMIT LicenseMIT

MLfromscratch

Machine Learning algorithm implementations from scratch.

You can find Tutorials with the math and code explanations on my channel: https://www.youtube.com/playlist?list=PLqnslRFeH2Upcrywf-u2etjdxxkL8nl7E

Watch the Playlist

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  • KNN
  • Linear Regression
  • Logistic Regression
  • Naive Bayes
  • Perceptron
  • SVM
  • Decision Tree
  • Random Forest
  • Principal Component Analysis (PCA)
  • K-Means
  • AdaBoost
  • Linear Discriminant Analysis (LDA)