Computational Intelligence Algorithms

This work contains a collection of computational implementations of classical algorithms in Optimization, Machine Learning, and Linear Algebra. The project is structured as a set of independent modules, each focusing on a specific problem or class of methods.

Introduction

The objective of this work is to explore and implement fundamental algorithms from different domains, emphasizing:

• Mathematical modeling
• Algorithmic problem solving
• From-scratch implementations
• Visualization of results (when applicable)

Each module is self-contained and demonstrates a specific technique or family of algorithms.

Requirements

See requirements.txt for the project dependencies.