genetic-programming

There are 23 repositories under genetic-programming topic.

• gplearn

  trevorstephens / gplearn

  Genetic Programming in Python, with a scikit-learn inspired API

  genetic-programmingmachine-learningpythonscikit-learnsymbolic-regression
  Language:Python 1759

• primaryobjects / AI-Programmer

  Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149

  genetic-algorithmsc-sharpfitness-scoreaiartificial-intelligencegenetic-algorithmgenetic-programmingprogramming-languagegenomeprogram-synthesis
  Language:C# 1097
• jenetics

  jenetics / jenetics

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

  evolutionary-algorithmsgenetic-algorithmartificial-intelligenceoptimizationevolutionary-strategyparallel-algorithmmetaheuristicsgenetic-programmingmachine-learningjavamultiobjective-optimizationgrammatical-evolutionjava21
  Language:Java 876
• FEDOT

  aimclub / FEDOT

  Automated modeling and machine learning framework FEDOT

  automlmachine-learningevolutionary-algorithmsgenetic-programmingstructural-learningautomated-machine-learninghyperparameter-optimizationparameter-tuningautomationmultimodalityfedot
  Language:Python 698

• wildart / Evolutionary.jl

  Evolutionary & genetic algorithms for Julia

  evolutionary-algorithmsdifferential-evolutionevolution-strategiesgenetic-algorithmcmaesjuliagenetic-programmingoptimizationoptimisationmultiobjective-optimizationpareto-front
  Language:Julia 349

• lspector / Clojush

  The Push programming language and the PushGP genetic programming system implemented in Clojure.

  clojuregenetic-programmingpushgpprogramming-languagestack-basedinterpreter
  Language:Clojure 337

• pkalivas / radiate

  A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

  artificial-intelligenceevolutionary-algorithmevolutionary-algorithmsgenetic-algorithmgenetic-enginegenetic-programmingneatneuroevolutionpythonrust
  Language:Rust 227
• geppy

  ShuhuaGao / geppy

  A framework for gene expression programming (an evolutionary algorithm) in Python

  gene-expression-programminggenetic-programmingevolutionary-algorithmgepsymbolic-regressionsystem-identificationevolutionary-computation
  Language:Python 218

• UePG-21 / gpquant

  Mining technical factors based on symbolic regression via genetic algorithm

  genetic-programmingquantitative-financetime-series-strategy
  Language:Python 200

• EMI-Group / evogp

  A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionary computation. It supports symbolic regression, classification, and policy optimization with advanced features like multi-output trees and benchmark tools.

  cudaevolutionary-computationgenetic-programminggpu-accelerationpytorchsymbolic-regression
  Language:Python 194
• operon

  heal-research / operon

  C++ Large Scale Genetic Programming

  genetic-programmingsymbolic-regressioncpp17cppgenetic-algorithmcmakepythonmathematical-expressionspython-bindingsvcpkgoptimization-algorithmsmachine-learning
  Language:C++ 185

• ShuhuaGao / gpFlappyBird

  Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

  flappy-bird-gameartificial-intelligenceevolutionary-computationevolution-strategiesgenetic-programmingcartesian-genetic-programmingpygame
  Language:Python 176

• oblivia-simplex / roper

  Return Oriented Programme Evolution with ROPER

  rop-exploitationevolutionary-computationgenetic-programming
  Language:Common Lisp 171

• hengzhe-zhang / EvolutionaryForest

  An open source python library for automated feature engineering based on Genetic Programming

  automated-feature-engineeringautomated-machine-learningautomldata-sciencefeature-engineeringgenetic-programmingmachine-learning
  Language:Python 155

• Evolutionary-Intelligence / DistributedEvolutionaryComputation

  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.

  evolutionary-computationevolutionary-algorithmsdistributed-evolutionary-algorithmsparallel-evolutionary-algorithmsswarm-intelligenceautomlswarm-roboticsartificial-intelligencemachine-learningdistributed-artificial-intelligencenasevolutionary-strategiesgenetic-programmingparticle-swarm-optimizationant-colony-optimizationevolutionary-roboticsoptimization-algorithmsgenetic-algorithm
  144

• NewT123-WM / tnlearn

  A Python package that uses task-based neurons to build neural networks.

  deep-learning-algorithmstask-based-neuronsvectorized-symbolic-regressiongenetic-programming
  Language:Python 133

• opencog / moses

  MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.

  machine-learninggenetic-algorithmgenetic-programminggenetic-optimization-algorithm
  Language:C++ 131

• lagodiuk / genetic-programming

  Symbolic regression solver, based on genetic programming methodology.

  genetic-algorithmgenetic-programmingsymbolic-regressionsyntax-tree
  Language:Java 127

• hchasestevens / monkeys

  A strongly-typed genetic programming framework for Python

  aiant-colony-optimizationframeworkgenetic-programmingipynbmetaprogrammingoptimizationpython
  Language:Python 124

• tlemo / darwin

  Evolutionary Algorithms Framework

  aimlneuroevolutionevolutionary-algorithmsevolutiongenetic-algorithmsgenetic-programming
  Language:C++ 115

• renatoosousa / GeneticAlgorithmForFeatureSelection

  Search the best feature subset for you classification mode

  genetic-algorithmfeature-selectionevolutionary-algorithmsevolutionary-algorithmgenetic-optimization-algorithmmachine-learningmachinelearningclassifiergenetic-programminggenetic-algorithm-framework
  Language:Python 112

• moshesipper / tiny_gp

  Tiny Genetic Programming in Python.

  genetic-algorithmevolutionary-algorithmsevolutionary-computationevolutionary-algorithmevolutionevolutionarygenetic-programmingpythonevolution-simulationtiny-genetic-programminggenetic-programming-algorithm
  Language:Python 105

• EC-KitY / EC-KitY

  EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

  evolutionary-algorithmsevolutionary-computationgenetic-algorithmsgenetic-programmingmachine-learningpythonscikit-learnsymbolic-regressionsklearn
  Language:Python 100

• Ambrosys / glyph

  a python 3 library based on deap providing abstraction layers for symbolic regression problems.

  symbolic-regressiongenetic-programming
  Language:Python 94

• evoasm / evoasm.rb

  An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine

  jitrubyaimgpgenetic-programminggenetic-algorithmprogram-synthesisx64x86-64
  Language:Ruby 92

• optframe / optframe

  OptFrame - C++17/C++20/C++23 Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Iterated Local Search, Variable Neighborhood Search, NSGA-II, Genetic Programming etc. Examples for Traveling Salesman, Vehicle Routing, Knapsack Problem, etMu

  metaheuristicsvnsilstravelling-salesman-problemtimetablingheuristicsoptimizationoptimization-frameworkoptimization-toolsgenetic-algorithmgenetic-programmingbest-improvementfirst-improvementmulti-improvementtabu-searchvehicle-routing-problemmulti-objective-optimizationpareto-frontnsga-ii
  Language:C++ 89

• Hintzelab / MABE

  Modular Agent Based Evolution Framework

  evolutionary-algorithmsevolutionary-computationdigital-evolutionmarkov-brainswire-brainsgenetic-algorithmgenetic-programmingagent-based
  Language:C++ 83

• erp12 / pyshgp

  Push Genetic Programming in Python.

  genetic-programmingpythonsoftware-synthesisartificial-intelligencemachine-learningevolutionary-algorithmsevolutionary-computationprogramming-by-example
  Language:Python 79
• GOLEM

  aimclub / GOLEM

  Graph Optimiser for Learning and Evolution of Models

  dagevolutionary-optimizationstructure-learninggraph-learningaigenetic-programming
  Language:Python 70

• diogomatoschaves / geneal

  A genetic algorithm implementation in python

  genetic-algorithmgenetic-programmingoptimizationoptimization-algorithmstravelling-salesman-problempython
  Language:Python 65

• sherstpasha / thefittest

  Implementation of data mining methods that use evolutionary algorithms

  algorithmdifferential-evolutionevolutionary-algorithmsgenetic-algorithmgenetic-programmingheuristic-searchoptimizationoptimization-algorithms
  Language:Python 63

• MaxHalford / xgp

  :crystal_ball: Symbolic regression library

  gomachine-learninggenetic-programmingclassificationregressionsymbolic-regressionevolutionary-algorithms
  Language:Go 61

• heal-research / pyoperon

  Python bindings and scikit-learn interface for the Operon library for symbolic regression.

  genetic-programmingmachine-learningparallelpythonsklearn-compatiblesymbolic-regression
  Language:C++ 58

• marcovirgolin / GP-GOMEA

  Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP

  regressionsymbolic-regressiongenetic-programmingmachine-learninggomea
  Language:C++ 57

• StefanoFioravanzo / MAP-Elites

  Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

  constrained-optimizationevolutionary-algorithmsgenetic-programmingnovelty-search
  Language:Jupyter Notebook 56

• Evolutionary-Intelligence / EvolutionaryComputation-A-Modern-Perspective-ECAMP

  Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).

  artificial-intelligencemachine-learningevolutionary-computationartificial-lifeevolutionary-algorithmneuroevolutionevolution-strategygenetic-algorithmgenetic-programmingmeta-evolutionquality-diversityevolutionary-roboticsglobal-optimization
  55