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1. CI-Evolutionary-Algorithms CI-Evolutionary-Algorithms Public

   This project implements traveling salesman problem, knapsack problem and evolving human image from polygons using evolutionary algorithm.

   Python

2. Exploratory-Data-Analysis Exploratory-Data-Analysis Public

   This repository is created as part of the course Data Science. Have conducted exploratory data analysis on the given dataset using univariate, bivariate as well as multivariate analysis

   Jupyter Notebook

3. AI-based-Checkers-Game AI-based-Checkers-Game Public

   This repository is created as part of the course Artificial Intelligence's final project. Have developed an AI based 2-player Checkers board game using a minimax algorithm for the AI to make decisi…

   JavaScript 1

4. math310-probability-statistics-project math310-probability-statistics-project Public

   The purpose of this project is to generate and model random variables' probability mass and density functions through simulations using data analysis tools of python (matplotlib, numpy, pandas).

   Python 1

5. CI-RL-SOMs CI-RL-SOMs Public

   This repository is created to implement the basics of reinforcement learning by determining a policy via value iteration. The assignment also uses Self Organizing Maps for clustering and visualizat…

   Jupyter Notebook

6. AI-Assignment2-Machine-Classification AI-Assignment2-Machine-Classification Public

   This repository is created as part of the assignment for the course Artificial Intelligence. This implements Naïve-Bayes classifier from scratch to predict categories for the given dataset as part …

   Jupyter Notebook