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Machine Learning Course

Spring 2022, EE department of AmirKabir Univ. Tech.

This repository contains programming assignment of the course. Projects are:

  1. Desicion Tree Classifier, This algorithm is implemented from the scratch. The selection criteria is based on ID3.
  2. Bayesian Classifier, Guassian Naive Base and Naive Base classifier are implemented from the scratch.
  3. Logistic Regression, This classifier is famous LR classifier and similar to previous projects is implemented from the scratch.

I scored full marks in all projects.