Intro to Machine Learning
Assignments for Intro to Machine Learning course (CSE 574) at UB.
Project 1.1
- FizzBuzz using Neural Networks
Project 1.1
- LeTOR(Learning to Rank) using SGD Linear Regression
Project 2
- Handwriting Recognition on two different sources (HOD and GSC Dataset) using Logistic Regression
Project 3
- Digits classification on USPS and MNIST dataset using Softmanx Regresssion, Deep Neural Network, Random Forest, SVM
Project 4
- Deep Reinforcement Learning (Deep Q-Network) on a basic Tom and Jerry gridworld environment.