Introduction To Machine Learning

This repository contains assignments completed a part of Introduction To Machine Learnign course at University at Buffalo

Project 1

Implemented Logistic Regression Classifier from Scratch (Dataset: Breast Cancer Dataset)

Code

Report

Project 2

Implemented Neural Networks from Scratch (Dataset: Fashion MNIST)

Code

Report

Project 3

Clustering using K-Means and Gaussian Mixture Models augmented by Deep Auto Encoders (Dataset: Fashion MNIST)

Code

Report

Project 4

Solved 4x4 Grid Environment using Q-Learning Algorithm from Scratch

Code

Report