ML-Assignments

Assignments for Course COL774 - Machine Learning at IIT Delhi

Assignment 1

Logistic and Linear Regression variations.

For more details refer to problem statement

You can find a detailed report here

Assignment 2

Text Classification using Naive Bayes and Handwritten digit classification using SVM

For more details refer to problem statement and problem statement 2

You can find a detailed report here

Assignment 3

Decision Trees on credit card defaults and Neural Networks on Poker Hands dataset

For more details refer to problem statement

You can find a detailed report here

Assignment 4

CNNs to predict future of breakout games from a noisy sequence

For more details refer to problem statement

You can find a detailed report here