genetic-programming

There are 19 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 1542

• 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# 1075
• jenetics

  jenetics / jenetics

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

  evolutionary-algorithmsgenetic-algorithmartificial-intelligenceoptimizationevolutionary-strategyparallel-algorithmmetaheuristicsgenetic-programmingmachine-learningjavamultiobjective-optimizationjava17grammatical-evolution
  Language:Java 823
• FEDOT

  aimclub / FEDOT

  Automated modeling and machine learning framework FEDOT

  automlmachine-learningevolutionary-algorithmsgenetic-programmingstructural-learningautomated-machine-learninghyperparameter-optimizationparameter-tuningautomationmultimodalityfedot
  Language:Python 608

• c3rb3ru5d3d53c / binlex

  A Binary Genetic Traits Lexer Framework

  malwaremalware-researchmalware-analysisyaragenetic-algorithmmachine-learninggenetic-programmingreverse-engineering
  Language:C++ 383

• lspector / Clojush

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

  clojuregenetic-programmingpushgpprogramming-languagestack-basedinterpreter
  Language:Clojure 328

• wildart / Evolutionary.jl

  Evolutionary & genetic algorithms for Julia

  evolutionary-algorithmsdifferential-evolutionevolution-strategiesgenetic-algorithmcmaesjuliagenetic-programmingoptimizationoptimisationmultiobjective-optimizationpareto-front
  Language:Julia 319
• geppy

  ShuhuaGao / geppy

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

  gene-expression-programminggenetic-programmingevolutionary-algorithmgepsymbolic-regressionsystem-identificationevolutionary-computation
  Language:Python 194

• ShuhuaGao / gpFlappyBird

  Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

  flappy-bird-gameartificial-intelligenceevolutionary-computationevolution-strategiesgenetic-programmingcartesian-genetic-programmingpygame
  Language:Python 170

• oblivia-simplex / roper

  Return Oriented Programme Evolution with ROPER

  rop-exploitationevolutionary-computationgenetic-programming
  Language:Common Lisp 168

• pkalivas / radiate

  A genetic programming engine which evolves solutions through asynchronous speciation.

  artificial-intelligenceevolutionary-algorithmsgenetic-algorithmgenetic-enginegenetic-programmingneatneural-networkneuroevolutionrust
  Language:Rust 143

• UePG-21 / gpquant

  Mining technical factors based on symbolic regression via genetic algorithm

  genetic-programmingquantitative-financetime-series-strategy
  Language:Python 137

• 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 134

• hengzhe-zhang / EvolutionaryForest

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

  genetic-programmingautomlautomated-feature-engineeringautomated-machine-learningfeature-engineeringmachine-learningdata-science
  Language:Python 126

• 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.

  genetic-algorithmgenetic-optimization-algorithmgenetic-programmingmachine-learning
  Language:C++ 126
• operon

  heal-research / operon

  C++ Large Scale Genetic Programming

  genetic-programmingsymbolic-regressioncpp17cppgenetic-algorithmcmakepythonmathematical-expressionspython-bindingsvcpkgoptimization-algorithmsmachine-learning
  Language:C++ 124

• lagodiuk / genetic-programming

  Symbolic regression solver, based on genetic programming methodology.

  genetic-algorithmgenetic-programmingsyntax-treesymbolic-regression
  Language:Java 121

• hchasestevens / monkeys

  A strongly-typed genetic programming framework for Python

  aiant-colony-optimizationframeworkgenetic-programmingipynbmetaprogrammingoptimizationpython
  Language:Python 120

• 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-intelligencenasgenetic-algorithmsevolutionary-strategiesgenetic-programmingparticle-swarm-optimizationant-colony-optimizationevolutionary-roboticsoptimization-algorithms
  107

• tlemo / darwin

  Evolutionary Algorithms Framework

  aievolutionevolutionary-algorithmsgenetic-algorithmsgenetic-programmingmlneuroevolution
  Language:C++ 107

• renatoosousa / GeneticAlgorithmForFeatureSelection

  Search the best feature subset for you classification mode

  classifierevolutionary-algorithmevolutionary-algorithmsfeature-selectiongenetic-algorithmgenetic-algorithm-frameworkgenetic-optimization-algorithmgenetic-programmingmachine-learningmachinelearning
  Language:Python 105

• evoasm / evoasm.rb

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

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

• moshesipper / tiny_gp

  Tiny Genetic Programming in Python

  genetic-algorithmevolutionary-algorithmsevolutionary-computationevolutionary-algorithmevolutionevolutionarygenetic-programmingpythonevolution-simulationtiny-genetic-programminggenetic-programming-algorithm
  Language:Python 92

• Ambrosys / glyph

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

  symbolic-regressiongenetic-programming
  Language:Python 91

• EC-KitY / EC-KitY

  EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.

  evolutionary-algorithmsevolutionary-computationgenetic-algorithmsgenetic-programmingmachine-learningpythonscikit-learnsymbolic-regressionsklearn
  Language:Python 83

• Hintzelab / MABE

  Modular Agent Based Evolution Framework

  evolutionary-algorithmsevolutionary-computationdigital-evolutionmarkov-brainswire-brainsgenetic-algorithmgenetic-programmingagent-based
  Language:C++ 75

• erp12 / pyshgp

  Push Genetic Programming in Python.

  genetic-programmingpythonsoftware-synthesisartificial-intelligencemachine-learningevolutionary-algorithmsevolutionary-computationprogramming-by-example
  Language:Python 66

• optframe / optframe

  OptFrame - Optimization Framework

  metaheuristicsvnsilstravelling-salesman-problemtimetablingheuristicsoptimizationoptimization-frameworkoptimization-toolsgenetic-algorithmgenetic-programmingbest-improvementfirst-improvementmulti-improvementtabu-searchvehicle-routing-problemmulti-objective-optimizationpareto-frontnsga-ii
  Language:C++ 65

• MaxHalford / xgp

  :crystal_ball: Symbolic regression library

  gomachine-learninggenetic-programmingclassificationregressionsymbolic-regressionevolutionary-algorithms
  Language:Go 62

• diogomatoschaves / geneal

  A genetic algorithm implementation in python

  genetic-algorithmgenetic-programmingoptimizationoptimization-algorithmspythontravelling-salesman-problem
  Language:Python 61

• hecoding / Pac-Man

  Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)

  pac-manpacmanartificial-intelligenceevolutionary-computationgenetic-programminggrammatical-evolutionmulti-objective-optimizationdecision-trees
  Language:Java 54

• laic-ufmg / Recipe

  Automated machine learning (AutoML) with grammar-based genetic programming

  automlgrammarrecipegenetic-programminggrammar-based-genetic-programmingscikit-learn
  Language:C 52
• GOLEM

  aimclub / GOLEM

  Graph Optimiser for Learning and Evolution of Models

  aidagevolutionary-optimizationgenetic-programminggraph-learningstructure-learning
  Language:Python 51

• 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++ 47

• StefanoFioravanzo / MAP-Elites

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

  genetic-programmingevolutionary-algorithmsnovelty-searchconstrained-optimization
  Language:Jupyter Notebook 46

• yyxhdy / arja

  Multi-Objective GP for Automated Repair of Java

  bug-fixgenetic-programminggenetic-algorithmmulti-objective-optimizationsoftware-engineering
  Language:Java 42