How machine learning algorithms work?

• In this repository, you can find mathematical explanation of ML algorithms and how to implement them in python from scratch.

Here are the methods used to implement the algorithms:

• Linear Regression
  • Gradient Descent
• Logistic Regression
  • Gradient Descent
• K-Nearest Neighbors (KNN)
  • Euclidean Distance
• Support Vector Machine (SVM)
  • Gradient Descent on Hinge Loss

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