My assignment solutions for CS 335 @ IIT Bombay
Classification using Multi Class Perceptrons & Feature engineering on Kaggle Shapes Dataset
Image classification on CIFAR-10 and MNIST using CNNs
Implementation of Bagging and Adaboost
Implementation of kmeans++ and use of clustering in image compression
Regression on House Price Prediction Dataset
Implementation of Value Iteration to find optimal policy for MDPs. Conversion of solving maze problem to solving MDP
Solving sudoku using DFS and heuristics. Finding shortest path on real maps using A* search
Implementation of Hill Climbing based search algorithm to solve travelling salesman problem.