evolutionary-algorithms

There are 1394 repositories under evolutionary-algorithms topic.

  • triangula

    rh12503/triangula

    Generate high-quality triangulated and polygonal art from images.

    Language:Go3.8k4321120
  • PySR

    MilesCranmer/PySR

    High-Performance Symbolic Regression in Python and Julia

    Language:Python2k26216196

  • geatpy-dev/geatpy

    Evolutionary algorithm toolbox and framework with high performance for Python

    Language:Python1.9k46352724
  • GeneticAlgorithmPython

    ahmedfgad/GeneticAlgorithmPython

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

    Language:Python1.8k29152452

  • BIMK/PlatEMO

    Evolutionary multi-objective optimization platform

    Language:MATLAB1.5k45106450

  • ArztSamuel/Applying_EANNs

    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.

    Language:ASP1.4k1116353

  • google/vizier

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

    Language:Python1.2k202971

  • nnaisense/evotorch

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

    Language:Python985164160

  • MaxHalford/eaopt

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

    Language:Go877312298
  • jenetics

    jenetics/jenetics

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

    Language:Java82939496150

  • esa/pagmo2

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

    Language:C++79734232159

  • kthohr/optim

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

    Language:C++7833858131
  • self-parking-car-evolution

    trekhleb/self-parking-car-evolution

    šŸ§¬ Training the car to do self-parking using a genetic algorithm

    Language:TypeScript717161280
  • FEDOT

    aimclub/FEDOT

    Automated modeling and machine learning framework FEDOT

    Language:Python6181053784
  • SymbolicRegression.jl

    MilesCranmer/SymbolicRegression.jl

    Distributed High-Performance Symbolic Regression in Julia

    Language:Julia5521411666
  • AgileRL

    AgileRL/AgileRL

    Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

    Language:Python50871938

  • WebFuzzing/EvoMaster

    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, GraphQL and RPC (e.g., gRPC and Thrift).

    Language:Kotlin4482314077

  • 7ossam81/EvoloPy

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

    Language:Jupyter Notebook4352345221

  • MaxRobinsonTheGreat/LifeEngine

    The Life Engine

    Language:JavaScript4301417113

  • esa/pygmo2

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

    Language:C++413109155
  • kahypar

    kahypar/kahypar

    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.

    Language:C++4011912289
  • Circle-Evolution

    ahmedkhalf/Circle-Evolution

    Evolutionary Art Using Circles in Python

    Language:Python350101045

  • Nicholasli1995/EvoSkeleton

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

    Language:Python331125844

  • wildart/Evolutionary.jl

    Evolutionary & genetic algorithms for Julia

    Language:Julia32188261

  • rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms

    The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

    Language:Python302115106

  • rodrigo-arenas/Sklearn-genetic-opt

    ML hyperparameters tuning and features selection, using evolutionary algorithms.

    Language:Python28146272

  • alirezamika/evostra

    A fast Evolution Strategy implementation in Python

    Language:Python26716646

  • DataCanvasIO/Hypernets

    A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

    Language:Python260192340

  • dcmocanu/sparse-evolutionary-artificial-neural-networks

    Always sparse. Never dense. But never say never. A Sparse Training 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).

    Language:Python24123262

  • lmarti/evolutionary-computation-course

    Jupyter/IPython notebooks about evolutionary computation.

    Language:Jupyter Notebook23917596

  • rmsolgi/geneticalgorithm

    Genetic Algorithm Package for Python

    Language:Python2374074
  • zoofs

    jaswinder9051998/zoofs

    zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

    Language:Python23641345

  • DylanCope/Evolving-Protozoa

    An interactive environment where protozoa-like entities live, die, and have offspring whose behaviours and morphologies can change.

    Language:Java224181522

  • Alro10/awesome-deep-neuroevolution

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

    21919035

  • dwdyer/watchmaker

    The Watchmaker Framework for Evolutionary Computation

    Language:Java205302779

  • icaros-usc/pyribs

    A bare-bones Python library for quality diversity optimization.

    Language:Python2021410631