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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 ✔️
  • Logistic Regression ✔️
  • Support Vector Machines
  • K-Nearest Neighbor ✔️
  • Neural Network ✔️
  • Naive Bayes
  • K-Means