Computational Intelligence Laboratory Repository

Welcome to the Computational Intelligence Laboratory repository for the 7th semester of the Undergraduate Computer Science and Engineering program at Mepco Schlenk Engineering College, Sivakasi.

This repository hosts implementations and solutions for various exercises related to Computational Intelligence.

Table of Contents

1. A-Star Search
2. DFS BFS UCS
3. Ensemble Classifier
4. ID3 Decision Tree
5. KNN
6. Single Layer Perceptron
7. Wumpus World
8. Additional Exercises
9. Contributors

1. A-Star Search

• Last Update: Updated all Codes (2 minutes ago)
• Directory: A-Star Search
• Description: Implementation of A-Star Search algorithm.

2. DFS BFS UCS

• Last Update: Updated all Codes (2 minutes ago)
• Directory: DFS BFS UCS
• Description: Includes implementations of Depth-First Search (DFS), Breadth-First Search (BFS), and Uniform Cost Search (UCS) algorithms.

3. Ensemble Classifier

• Last Update: Updated all Codes
• Directory: Ensemble Classifier
• Description: Implementation of an Ensemble Classifier using Decision Trees and Random Forest Classifier.

4. ID3 Decision Tree

• Last Update: Updated all Codes
• Directory: ID3 Decision Tree
• Description: Implementation of the ID3 Decision Tree algorithm.

5. KNN

• Last Update: Updated all Codes
• Directory: KNN
• Description: Implementation of the K-Nearest Neighbors (KNN) algorithm.

6. Single Layer Perceptron

• Last Update: Updated all Codes
• Directory: Single Layer Perceptron
• Description: Implementation of the Single Layer Perceptron for logical gates.

7. Wumpus World

• Last Update: Updated all Codes
• Directory: Wumpus World
• Description: Solver for the Wumpus World game.

8. Additional Exercises

• Maze Solver using DFS and BFS algorithms.
• Network Routing using UCS algorithm.

9. Contributors

• Yogesh S ([email protected])

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Feel free to contribute by submitting pull requests or opening issues for any suggestions or improvements.