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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