Topic: evolutionary-algorithms Goto Github

👇 Here are 1352 public repositories matching this topic...

7ossam81 / evolopy
evolutionary-algorithms,EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
User: 7ossam81
evolutionary-algorithms framework metaheuristics optimization swarm-intelligence

adityathebe / evolutionsimulator
evolutionary-algorithms,Evolution Simulator with Box2D
User: adityathebe
Home Page: https://adityathebe.github.io/evolutionSimulator/
matter-js tensorflowjs p5js neuroevolution genetic-algorithm evolutionary-algorithms

agilerl / agilerl
evolutionary-algorithms,Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
Organization: agilerl
Home Page: https://agilerl.com
reinforcement-learning deep-reinforcement-learning deep-learning rlops evolutionary-algorithms machine-learning pytorch gym hpo python

ahmedfgad / geneticalgorithmpython
evolutionary-algorithms,Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
User: ahmedfgad
Home Page: https://pygad.readthedocs.io
python genetic-algorithm optimization numpy pygad pygad-documentation neural-networks machine-learning deep-learning evolutionary-algorithms

ahmedkhalf / circle-evolution
evolutionary-algorithms,Evolutionary Art Using Circles in Python
User: ahmedkhalf
Home Page: https://ahmedkhalf.github.io/Circle-Evolution/index.html
art genetic-algorithm evolutionary-algorithms circles evolutionary-art

aimclub / fedot
evolutionary-algorithms,Automated modeling and machine learning framework FEDOT
Organization: aimclub
Home Page: https://fedot.readthedocs.io
automl machine-learning evolutionary-algorithms genetic-programming structural-learning automated-machine-learning hyperparameter-optimization parameter-tuning automation multimodality

alirezamika / evostra
evolutionary-algorithms,A fast Evolution Strategy implementation in Python
User: alirezamika
deep-learning ai artificial-intelligence machine-learning evolutionary-algorithms evolution-strategies reinforcement-learning ai-learning python

alro10 / awesome-deep-neuroevolution
evolutionary-algorithms,A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
User: alro10
deep-neuroevolution deep-reinforcement-learning awesome evolutionary-algorithms deep-neural-networks evolution-strategies genetic-algorithms neuroevolution

arztsamuel / applying_eanns
evolutionary-algorithms,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.
User: arztsamuel
artificial-neural-networks neural-networks evolutionary-algorithms genetic-algorithm deep-learning machine-learning self-driving-cars

avaneev / biteopt
evolutionary-algorithms,Derivative-Free Global Optimization Method (C++, Python binding)
User: avaneev
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers stochastic-optimization-algorithms evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm

bimk / platemo
evolutionary-algorithms,Evolutionary multi-objective optimization platform
Organization: bimk
evolutionary-algorithms matlab multi-objective-optimization

bluebrain / bluepyopt
evolutionary-algorithms,Blue Brain Python Optimisation Library
Organization: bluebrain
Home Page: https://bluepyopt.readthedocs.io/en/latest/
python optimisations neuroscience parameter modelling electrophysiology neurons computational-neuroscience cross-platform biological-simulations

datacanvasio / hypernets
evolutionary-algorithms,A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Organization: datacanvasio
Home Page: https://hypernets.readthedocs.io/
neural-architecture-search hyperparameter-optimization hyperparameter-tuning evolutionary-algorithms monte-carlo-tree-search automl autodl reinforcement-learning mcts nas

dcmocanu / sparse-evolutionary-artificial-neural-networks
evolutionary-algorithms,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).
User: dcmocanu
Home Page: https://www.nature.com/articles/s41467-018-04316-3
artificial-neural-networks sparse-neural-networks restricted-boltzmann-machine multi-layer-perceptron deep-learning deep-neural-networks neuroevolution complex-networks evolutionary-algorithms randomization

dwdyer / watchmaker
evolutionary-algorithms,The Watchmaker Framework for Evolutionary Computation
User: dwdyer
Home Page: https://watchmaker.uncommons.org
evolutionary-algorithms genetic-algorithm java

dylancope / evolving-protozoa
evolutionary-algorithms,An interactive environment where protozoa-like entities live, die, and have offspring whose behaviours and morphologies can change.
User: dylancope
evolutionary-algorithms simulation

emi-group / evox
evolutionary-algorithms,Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Organization: emi-group
evolutionary-algorithms neuroevolution gpu-acceleration ray brax derivative-free-optimization evolutionary-optimization evolutionary-reinforcement-learinig gradient-free-optimization jax

esa / pagmo2
evolutionary-algorithms,A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Organization: esa
Home Page: https://esa.github.io/pagmo2/
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm

esa / pygmo2
evolutionary-algorithms,A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Organization: esa
Home Page: https://esa.github.io/pygmo2/
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing

evolutionary-intelligence / distributedevolutionarycomputation
evolutionary-algorithms,A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.
User: evolutionary-intelligence
evolutionary-computation evolutionary-algorithms distributed-evolutionary-algorithms parallel-evolutionary-algorithms swarm-intelligence automl swarm-robotics artificial-intelligence machine-learning distributed-artificial-intelligence

evolutionary-intelligence / pypop
evolutionary-algorithms,PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
User: evolutionary-intelligence
Home Page: https://pypop.readthedocs.io/
global-optimization black-box-optimization large-scale-optimization population-based-optimization evolutionary-algorithms random-search zeroth-order-optimization gradient-free-optimization derivative-free-optimization continuous-optimization

evoplex / evoplex
evolutionary-algorithms,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.
Organization: evoplex
Home Page: https://evoplex.org
multi-agent agent graph cross-platform evolutionary-game-theory evolutionary-computation evolutionary-algorithms evolution-simulator monte-carlo-simulation agent-based-simulation

geatpy-dev / geatpy
evolutionary-algorithms,Evolutionary algorithm toolbox and framework with high performance for Python
User: geatpy-dev
Home Page: http://www.geatpy.com
geatpy ga de es nsga rvea moead evolutionary-algorithms high-performance parallel-computing

google / vizier
evolutionary-algorithms,Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Organization: google
Home Page: https://oss-vizier.readthedocs.io
vizier hyperparameter-optimization tuning tuning-parameters blackbox-optimization hyperparameter-tuning bayesian-optimization evolutionary-algorithms distributed-systems distributed-computing

harveybc / gym-fx
evolutionary-algorithms,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
User: harveybc
evolutionary-algorithms openai-gym forex reinforcement-learning q-learning deep-q-network p2p decentralized distributed deep-learning

icaros-usc / pyribs
evolutionary-algorithms,A bare-bones Python library for quality diversity optimization.
Organization: icaros-usc
Home Page: https://pyribs.org
quality-diversity artificial-intelligence python optimization openai-gym evolutionary-computation deep-learning evolutionary-algorithms cma-es map-elites

innoave / genevo
evolutionary-algorithms,Execute genetic algorithm (GA) simulations in a customizable and extensible way.
Organization: innoave
genetic-algorithm rust library framework evolutionary-algorithms optimization-algorithms search-algorithms

jaswinder9051998 / zoofs
evolutionary-algorithms,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.
User: jaswinder9051998
Home Page: https://jaswinder9051998.github.io/zoofs/
machine-learning python evolutionary-algorithms genetic-algorithm feature-selection particle-swarm-optimization particle-swarm grey-wolf-optimizer grey-wolf supervised-learning

jenetics / jenetics
evolutionary-algorithms,Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
User: jenetics
Home Page: https://jenetics.io
artificial-intelligence evolutionary-algorithms evolutionary-strategy genetic-algorithm genetic-programming grammatical-evolution java java21 machine-learning metaheuristics multiobjective-optimization optimization parallel-algorithm

julianonconvex / nonconvex.jl
evolutionary-algorithms,Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
Organization: julianonconvex
Home Page: https://julianonconvex.github.io/Nonconvex.jl/
augmented-lagrangian-method automatic-differentiation bayesian-optimization black-box-optimization derivative-free-optimization discrete-optimization evolutionary-algorithms global-optimization implicit-differentiation interior-point-optimizer

kahypar / kahypar
evolutionary-algorithms,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.
Organization: kahypar
Home Page: http://www.kahypar.org
hypergraph-partitioning algorithm-engineering partitioning graph-partitioning hypergraph partitioning-algorithms cpp papers-with-code evolutionary-algorithms graph graph-algorithms hypergraphs graphs

kthohr / optim
evolutionary-algorithms,OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
User: kthohr
Home Page: https://optimlib.readthedocs.io/en/latest/
optim evolutionary-algorithms differential-evolution particle-swarm-optimization bfgs cpp cpp11 lbfgs optimization optimization-algorithms

lmarti / evolutionary-computation-course
evolutionary-algorithms,Jupyter/IPython notebooks about evolutionary computation.
User: lmarti
Home Page: http://lmarti.github.io/evolutionary-computation-course/
ipython-notebook evolutionary-algorithms genetic-algorithm multi-objective-optimization

maxhalford / eaopt
evolutionary-algorithms,:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
User: maxhalford
Home Page: https://pkg.go.dev/github.com/MaxHalford/eaopt
go optimization parallel machine-learning genetic-algorithm speciation evolutionary-algorithms evolutionary-computation particle-swarm-optimization differential-evolution

maxrobinsonthegreat / lifeengine
evolutionary-algorithms,The Life Engine
User: maxrobinsonthegreat
Home Page: https://thelifeengine.net
simulation evolutionary-algorithms

mikelzc1990 / nsganetv2
evolutionary-algorithms,[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
User: mikelzc1990
neural-architecture-search multi-objective-optimization evolutionary-algorithms auto-ml

milescranmer / pysr
evolutionary-algorithms,High-Performance Symbolic Regression in Python and Julia
User: milescranmer
Home Page: https://astroautomata.com/PySR
symbolic-regression machine-learning python julia genetic-algorithm automl numpy interpretable-ml data-science explainable-ai

milescranmer / symbolicregression.jl
evolutionary-algorithms,Distributed High-Performance Symbolic Regression in Julia
User: milescranmer
Home Page: https://astroautomata.com/SymbolicRegression.jl/dev/
symbolic-regression julia symbolic-computation machine-learning automl sciml interpretable-ml data-science distributed-systems evolutionary-algorithms

nicholasli1995 / evoskeleton
evolutionary-algorithms,Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
User: nicholasli1995
Home Page: https://arxiv.org/abs/2006.07778
human-pose-estimation 3d-pose-estimation data-augmentation 2d-to-3d deep-learning evolutionary-algorithms bias-correction dataset annotaton-tool 3d-computer-vision

nnaisense / evotorch
evolutionary-algorithms,Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Organization: nnaisense
Home Page: https://evotorch.ai
artificial-intelligence distributed evolutionary-algorithms evolutionary-computation gpu neural-networks neuroevolution optimization optimization-algorithms python pytorch reinforcement-learning

pablormier / yabox
evolutionary-algorithms,Yet another black-box optimization library for Python
User: pablormier
optimization algorithms evolutionary-algorithms data-science python3 differential-evolution parallel black-box black-box-optimization minimization

pkalivas / radiate
evolutionary-algorithms,A genetic programming engine which evolves solutions through asynchronous speciation.
User: pkalivas
neat genetic-engine genetic-algorithm genetic-programming artificial-intelligence neural-network neuroevolution rust evolutionary-algorithms

rh12503 / triangula
evolutionary-algorithms,Generate high-quality triangulated and polygonal art from images.
User: rh12503
triangula triangles evolutionary-algorithms evolutionary-art genetic-algorithm gui generative-art golang art go

rishal-hurbans / grokking-artificial-intelligence-algorithms
evolutionary-algorithms,The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
User: rishal-hurbans
Home Page: https://bit.ly/gaia-manning
python algorithm ai machine-learning-algorithms machine-learning search-algorithm evolutionary-algorithms genetic-algorithm particle-swarm-optimization ant-colony-optimization

rmsolgi / geneticalgorithm
evolutionary-algorithms,Genetic Algorithm Package for Python
User: rmsolgi
black-box-optimization evolutionary-algorithms genetic-algorithm optimization python

rodrigo-arenas / sklearn-genetic-opt
evolutionary-algorithms,ML hyperparameters tuning and features selection, using evolutionary algorithms.
User: rodrigo-arenas
Home Page: https://sklearn-genetic-opt.readthedocs.io
artificial-intelligence automl begginer-friendly contributions-welcome deap evolutionary-algorithms feature-selection featureselection good-first-issue goodfirstissue help-wanted hyperparameter-optimization hyperparameters looking-for-contributors machine-learning model-selection python scikit-learn sklearn up-for-grabs

tlemo / darwin
evolutionary-algorithms,Evolutionary Algorithms Framework
User: tlemo
ai evolution evolutionary-algorithms genetic-algorithms genetic-programming ml neuroevolution

trekhleb / self-parking-car-evolution
evolutionary-algorithms,🧬 Training the car to do self-parking using a genetic algorithm
User: trekhleb
Home Page: https://trekhleb.dev/self-parking-car-evolution
threejs three-js cannonjs cannon-js evolutionary-algorithms evolutionary-algorithm genetic-algorithm self-driving-car genetics

webfuzzing / evomaster
evolutionary-algorithms,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).
Organization: webfuzzing
testing evolutionary-algorithms rest java kotlin test-case-generation api-rest api-testing fuzzing fuzzer

wildart / evolutionary.jl
evolutionary-algorithms,Evolutionary & genetic algorithms for Julia
User: wildart
evolutionary-algorithms differential-evolution evolution-strategies genetic-algorithm cmaes julia genetic-programming optimization optimisation multiobjective-optimization