Computational Intelligence

This repository contains 3 different projects completed during my undergraduate Computational Intelligence course.

Table of Contents

1. Projects Overview
   • 1. Students Lineup
   • 2. Super Mario
   • 3. NLP n-gram
2. Course Information
3. Contact

Projects Overview

All projects are accompanied by their respective codes, necessary datasets (if required), and comprehensive documentation, which includes instructions and reports (in Persian).

1. Handwritten Digit Recognition

Implemented a multi-layered neural network model from scratch to classify and recognize the actual values of hand-written digits (MNIST dataset is used for training and testing).

2. Fuzzy C-means

Developed a model using fuzzy logic and the C-means algorithm for clustering numeric datasets.

3. Evolutionary AI Game

Developed a model employing neural networks and evolutionary algorithms that plays a record-breaking game, learns the game and breaks the record.

Course Information

• Course: Computational Intelligence
• University: Amirkabir University of Technology (Tehran Polytechnic)
• Semester: Spring 2021

Contact

Amirmehdi Zarrinnezhad - [email protected]

Project Link: https://github.com/zamirmehdi/Artificial-Intelligence-Course

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