evolutionary-algorithms

Generate high-quality triangulated and polygonal art from images.

Evolutionary algorithm toolbox and framework with high performance for Python

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.

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Evolutionary multi-objective optimization platform

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

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

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

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

Python-based research interface for blackbox and hyperparameter optimization, based on Google's internal Vizier Service.

🧬 Training the car to do self-parking using a genetic algorithm

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

Automated modeling and machine learning framework FEDOT

Evolutionary Art Using Circles in Python

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST and GraphQL.

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

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

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.

The Life Engine