Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Evolutionary Algorithm using Python

🎯 A comprehensive gradient-free optimization framework written in Python

Space invaders, but the invaders evolve with genetic algorithm

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

Contains maps for the article, "Computing the optimal road trip across the U.S." and similar articles

Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization

A lightweight, generic C++11 framework for evolutionary computation

A Neural Networking library based on NumPy only

The graph partitioning framework KaHIP -- Karlsruhe High Quality Partitioning.

a python grammar for evolutionary algorithms and heuristics

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

Search the best feature subset for you classification mode

Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search (ICML 2018)

Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms

A framework for gene expression programming (an evolutionary algorithm) in Python

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

Code for my blog post "Design by Evolution"

Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

The old school Tetris game in addition with an AI that learns evolutionary how to play this game

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

A simple Java OOP evolutionary algorithm framework.

Project about minimizing costs in garbage collection in Montevideo, Uruguay, using Evolutionary Algorithms

Tiny Genetic Programming in Python

Official public repository for the XtalOpt crystallographic evolutionary algorithm

An AI to teach Google Chrome's dinosaur to jump obstacles.

A topology and parameter evolving universal learning network.

An implementation of Genetic Programming in Rust.