Artificial Intelligence

This repository contains pure Python/Numpy scripts implementing Artificial Intelligence algorithms to solve different problems.

The scripts use Python 3.6.9.

Table of contents

• 1 - Search Algorithms: solving 8-puzzle
• 2 - Adversarial Search and Games: solving 2048-puzzle
• 3 - Constraint Satisfaction Problems: solving Sudoku
• 4 - Machine Learning: implementing Linear Regression and Logistic Regression
• 5 - Deep Learning: implementing Neural Networks, Backpropagation and Gradient Descent