A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

Evolutionary algorithm toolbox and framework with high performance for Python

🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

Evolutionary multi-objective optimization platform

Evolutionary Art Using Circles in Python

A fast Evolution Strategy implementation in Python

The Watchmaker Framework for Evolutionary Computation

Jupyter/IPython notebooks about evolutionary computation.

Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Evolution Simulator with Box2D

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Blue Brain Python Optimisation Library

A tool for automatically generating system-level test cases

KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.

Evolutionary & genetic algorithms for Julia

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Yet another black-box optimization library for Python

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

Musical Novelty Search: Evolutionary Algorithms + Ableton Live

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Search the best feature subset for you classification mode

Solve multi-objective optimization problems with distributed evolutionary algorithms

Modular Agent Based Evolution Framework

Distributed implementation of popular evolutionary methods

Evolutionary Algorithms Framework

🔮 Symbolic regression library

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.