CS344

A repository of all the codes I create as part of my Artificial Intelligence course.

1. graph-search

An implementation of the Uniform Cost Search and the A* search algorithms on a map of Goa. The graph is implemented using the NetworkX module.

2. tic-tac-toe

A tic-tac-toe game which can be played against an AI agent. This has been implemented using the Minimax algorithm.

3. Gaussian Naive Bayes

An implementation of a classification model using the Gaussian Naive Bayes Algorithm from scratch. Dataset used is 'iris' in the scikit-learn library.

4. Gaussian Naive Bayes using Scikit-Learn package

An implementation of a classification model using the Gaussian Naive Bayes Algorithm from the Scikit-Learn package. Dataset used is 'iris' in the scikit-learn library.

5. Gaussian Naive Bayes on Zoo Dataset

Naive Bayes Classification on UCI Zoo Dataset(https://archive.ics.uci.edu/ml/datasets/Zoo)

6. Markov Chain to simulate website visits

Markov chain implementation analyse and simulate yearly user visits on a website and reach a stationary distribution.