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

Evolutionary Algorithm using Python

Space invaders, but the invaders evolve with genetic algorithm

🎯 A comprehensive gradient-free optimization framework written in Python

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

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

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

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

a python grammar for evolutionary algorithms and heuristics

A Neural Networking library based on NumPy only

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

Search the best feature subset for you classification mode

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

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

Python library for stochastic numerical optimization

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

A C++ evolutionary computation framework to build parallel stochastic optimization solvers

Tiny Genetic Programming in Python

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

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

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).

ecr: Evolutionary Computation in R (version 2)

Code for my blog post "Design by Evolution"

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

Official public repository for the XtalOpt crystallographic evolutionary algorithm

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

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

A simple Java OOP evolutionary algorithm framework.

Workbench for practical machine learning in Ruby.