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Artificial Intelligence

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Here are some projects made with Python and JavaScript (p5.js) related to artificial intelligence. Some of these projects are based in The Coding Train.

Note: I have not finished one folder called Perceptron, I was coding it in JavaScript.

Contents

  1. MazeGenerator
  2. GeneticAlgorithm
  3. Steering Behavior
  4. Search algorithms
  5. Bio-inspired Algorithms
  6. MLP Classifier
  7. Ending
  8. Author

This algorithm makes a new maze each time it runs. It uses the maze generation algorithm, you can find some information about it here.

Maze

This algorithm tries to get a string by evolving an initial population. I'\ll upload more examples about this topic overtime.

Genetic

This algorithm is based in behaviors. Seek.

SteeringBehavior

This folder contains some search algorithms like..

Algorithms πŸ’»
0️⃣ Breadth First Search (BFS)
1️⃣ Depth First Search (DFS)
2️⃣ Depth First Search Iterative (DFS-I)
3️⃣ A* Search Algorithm
4️⃣ Greedy Algorithm

This folder contains bio-inspired algorithms like...

Algorithms πŸ’»
0️⃣ Hill Climbing
1️⃣ Simulated Annealing
2️⃣ Genetic Algorithm
3️⃣ Ant Colony

This project builds a multilayer perceptron trained with the dataset Website Phishing Data Set taken from UCI Machine Learning Repository.

Website Pishing Data

End

If you want to improve this repository, please send a pull request and I will read your code. If I consider it helps then I will accept. Thanks for reading

Author


If you want to communicate with me then go to my Github Account and there is my Instagram's profile. You can send me a message.

Spoken Languages 😊

  1. Spanish πŸ‡ͺπŸ‡Έ
  2. English πŸ‡ΊπŸ‡Έ
  3. French πŸ‡«πŸ‡·

Note

If you want to help with some exercises or if I have any mistake or you want to improve an algorithm, please contact me! I will be uptading this repository with new exercises and comments in the code.

See also the list of contributors who participated in this project.

artificial_intelligence's People

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