UE18CS303_Assignment

A repository containing all files used for assignments of Machine Intelligence - UE18CS303

Assignment 1 - Decision Trees

• Calculate entropy of dataset
• Calculate average Information gain of columns

Assignment 2 - State Space Search

Implementation of :

• Depth First Search
• Uninformed Cost Search
• A Star Search

Assignment 3 - Neural Networks

• Implement a ANN from scratch using only numpy.
• Dataset is provided and can be processed with pandas and sklearn

Team

• Shubham Gupta
• Rikesh Kumar
• Swarup Gummadi