evolutionary-algorithms

There are 42 repositories under evolutionary-algorithms topic.

triangula
rh12503 / triangula
Generate high-quality triangulated and polygonal art from images.
art evolutionary-algorithms evolutionary-art generative-art genetic-algorithm go golang gui polygons triangles triangula
Language:Go 3840
PySR
MilesCranmer / PySR
High-Performance Symbolic Regression in Python and Julia
algorithm automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning numpy python scikit-learn symbolic symbolic-regression
Language:Python 1955
geatpy-dev / geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
geatpy ga de es nsga rvea moead evolutionary-algorithms high-performance parallel-computing
Language:Python 1933
GeneticAlgorithmPython
ahmedfgad / GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
python genetic-algorithm optimization numpy pygad pygad-documentation neural-networks machine-learning deep-learning evolutionary-algorithms
Language:Python 1734
BIMK / PlatEMO
Evolutionary multi-objective optimization platform
evolutionary-algorithms matlab multi-objective-optimization
Language:MATLAB 1442
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.
artificial-neural-networks neural-networks evolutionary-algorithms genetic-algorithm deep-learning machine-learning self-driving-cars
Language:ASP 1423
google / vizier
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
vizier hyperparameter-optimization tuning tuning-parameters blackbox-optimization hyperparameter-tuning bayesian-optimization evolutionary-algorithms distributed-systems distributed-computing grpc open-source google algorithm deep-learning machine-learning optimization
Language:Python 1175
nnaisense / evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
artificial-intelligence evolutionary-computation neural-networks optimization-algorithms distributed gpu python pytorch optimization reinforcement-learning evolutionary-algorithms neuroevolution
Language:Python 973
MaxHalford / eaopt
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
go optimization parallel machine-learning genetic-algorithm speciation evolutionary-algorithms evolutionary-computation particle-swarm-optimization differential-evolution metaheuristics
Language:Go 876
jenetics
jenetics / jenetics
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
evolutionary-algorithms genetic-algorithm artificial-intelligence optimization evolutionary-strategy parallel-algorithm metaheuristics genetic-programming machine-learning java multiobjective-optimization java17 grammatical-evolution
Language:Java 824
esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm metaheuristics evolutionary-strategy artificial-intelligence pagmo python3 python
Language:C++ 792
kthohr / optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
optim evolutionary-algorithms differential-evolution particle-swarm-optimization bfgs cpp cpp11 lbfgs optimization optimization-algorithms openmp openmp-parallelization armadillo numerical-optimization-methods gradient-descent newton eigen automatic-differentiation eigen3
Language:C++ 774
self-parking-car-evolution
trekhleb / self-parking-car-evolution
🧬 Training the car to do self-parking using a genetic algorithm
cannon-js cannonjs evolutionary-algorithm evolutionary-algorithms genetic-algorithm genetics self-driving-car three-js threejs
Language:TypeScript 710
FEDOT
aimclub / FEDOT
Automated modeling and machine learning framework FEDOT
automl machine-learning evolutionary-algorithms genetic-programming structural-learning automated-machine-learning hyperparameter-optimization parameter-tuning automation multimodality fedot
Language:Python 608
SymbolicRegression.jl
MilesCranmer / SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
symbolic-regression julia symbolic-computation machine-learning automl sciml interpretable-ml data-science distributed-systems evolutionary-algorithms explainable-ai genetic-algorithm symbolic equation-discovery
Language:Julia 542
AgileRL
AgileRL / AgileRL
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
reinforcement-learning deep-reinforcement-learning deep-learning rlops evolutionary-algorithms machine-learning pytorch gym hpo python training mlops hyperparameter-optimization hyperparameter-tuning agilerl multi-agent multi-agent-reinforcement-learning pettingzoo automl distributed
Language:Python 498
EMResearch / 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).
testing evolutionary-algorithms rest java kotlin test-case-generation api-rest api-testing fuzzing fuzzer graphql grpc rpc-api search-based-software-testing thrift
Language:Kotlin 438
7ossam81 / EvoloPy
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
evolutionary-algorithms framework metaheuristics optimization swarm-intelligence
Language:Jupyter Notebook 431
MaxRobinsonTheGreat / LifeEngine
The Life Engine
simulation evolutionary-algorithms
Language:JavaScript 423
esa / pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing meta-heuristic meta-heuristics evolutionary-strategy evolutionary-computation artificial-intelligence
Language:C++ 409
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.
hypergraph-partitioning algorithm-engineering partitioning graph-partitioning hypergraph partitioning-algorithms cpp papers-with-code evolutionary-algorithms graph graph-algorithms hypergraphs graphs
Language:C++ 394
Circle-Evolution
ahmedkhalf / Circle-Evolution
Evolutionary Art Using Circles in Python
art genetic-algorithm evolutionary-algorithms circles evolutionary-art
Language:Python 348
Nicholasli1995 / EvoSkeleton
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
human-pose-estimation 3d-pose-estimation data-augmentation 2d-to-3d deep-learning evolutionary-algorithms bias-correction dataset annotaton-tool 3d-computer-vision cvpr2020 geometric-deep-learning generalization-on-diverse-scenes feed-forward-neural-networks synthetic-data kinematic-trees 3d-human-pose smpl cvpr
Language:Python 330
wildart / Evolutionary.jl
Evolutionary & genetic algorithms for Julia
evolutionary-algorithms differential-evolution evolution-strategies genetic-algorithm cmaes julia genetic-programming optimization optimisation multiobjective-optimization pareto-front
Language:Julia 319
rishal-hurbans / Grokking-Artificial-Intelligence-Algorithms
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
python algorithm ai machine-learning-algorithms machine-learning search-algorithm evolutionary-algorithms genetic-algorithm particle-swarm-optimization ant-colony-optimization linear-regression classification-algorithm reinforcement-learning q-learning
Language:Python 296
rodrigo-arenas / Sklearn-genetic-opt
ML hyperparameters tuning and features selection, using evolutionary algorithms.
python scikit-learn machine-learning artificial-intelligence hyperparameters deap looking-for-contributors model-selection hyperparameter-optimization automl begginer-friendly evolutionary-algorithms contributions-welcome help-wanted good-first-issue goodfirstissue sklearn up-for-grabs featureselection feature-selection
Language:Python 274
alirezamika / evostra
A fast Evolution Strategy implementation in Python
deep-learning ai artificial-intelligence machine-learning evolutionary-algorithms evolution-strategies reinforcement-learning ai-learning python
Language:Python 266
DataCanvasIO / Hypernets
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
neural-architecture-search hyperparameter-optimization hyperparameter-tuning evolutionary-algorithms monte-carlo-tree-search automl autodl reinforcement-learning mcts nas keras nasnet enas
Language:Python 261
lmarti / evolutionary-computation-course
Jupyter/IPython notebooks about evolutionary computation.
ipython-notebook evolutionary-algorithms genetic-algorithm multi-objective-optimization
Language:Jupyter Notebook 239
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).
artificial-neural-networks sparse-neural-networks restricted-boltzmann-machine multi-layer-perceptron deep-learning deep-neural-networks neuroevolution complex-networks evolutionary-algorithms randomization scalability sparsity generative-models classification deep-learning-papers deep-learning-algorithms scalable-deep-learning sparse-training sparse-evolutionary-training adaptive-sparse-connectivity
Language:Python 238
rmsolgi / geneticalgorithm
Genetic Algorithm Package for Python
black-box-optimization evolutionary-algorithms genetic-algorithm optimization python
Language:Python 238
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.
machine-learning python evolutionary-algorithms genetic-algorithm feature-selection particle-swarm-optimization particle-swarm grey-wolf-optimizer grey-wolf supervised-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools subset-selection
Language:Python 236
DylanCope / Evolving-Protozoa
An interactive environment where protozoa-like entities live, die, and have offspring whose behaviours and morphologies can change.
evolutionary-algorithms simulation
Language:Java 219
Alro10 / awesome-deep-neuroevolution
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
awesome deep-neural-networks deep-neuroevolution deep-reinforcement-learning evolution-strategies evolutionary-algorithms genetic-algorithms neuroevolution
218
dwdyer / watchmaker
The Watchmaker Framework for Evolutionary Computation
evolutionary-algorithms genetic-algorithm java
Language:Java 204
icaros-usc / pyribs
A bare-bones Python library for quality diversity optimization.
quality-diversity artificial-intelligence python optimization openai-gym evolutionary-computation deep-learning evolutionary-algorithms cma-es map-elites
Language:Python 198