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TAU 0368-3235-06 Introduction to Machine Learning course: homework solutions

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Introduction to Machine Learning

This repository is my solution to the homeworks given in the TAU 0368-3235-06 - Introduction to Machine Learning course.

The homework included in the repo (leaving aside the theoretical part):

  1. Nearest Neighbors
  2. Union of intervals (and the ERM algorithm)
  3. Perceptron
  4. SVM
    • Not Uploaded
  5. PCA

Some Results

Ariels Sharon's images casted into the PCA linear sub-space:

Figure_2

The Eagenvectors (Principle Components):

pc_ariel_sharon

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