Machine Learning Assignments

This repository contains three programming assignments of the course COL774 Machine Learning. Refer to assignment.pdf for the problem statement and report.pdf for the analysis in each respective folder.

The topics are:

1. Linear Regression, Stochastic Gradient Descent, Logistic Regression, Gaussian Discriminant Analysis
2. Naive Bayes, SVM
3. Decision Trees, Random Forests, Neural Networks