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The Top 332 Genetic Programming Open Source Projects

Categories > Machine Learning > Genetic Programming
Gplearn ⭐ 1,170
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 3total releases 7most recent commit 2 months agopypi gplearn} Downloads
Ai Programmer ⭐ 965
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
most recent commit 2 years ago
Jenetics ⭐ 749
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 20most recent commit 8 days ago
Encog Java Core ⭐ 727
most recent commit 4 years ago
Geneticalgorithmswithpython ⭐ 684
source code from the book Genetic Algorithms with Python by Clinton Sheppard
most recent commit 2 years ago
Fedot ⭐ 452
Automated modeling and machine learning framework FEDOT
total releases 12most recent commit 4 hours ago
Encog Dotnet Core ⭐ 423
most recent commit 4 years ago
Clojush ⭐ 322
The Push programming language and the PushGP genetic programming system implemented in Clojure.
total releases 68most recent commit 3 months ago
Binlex ⭐ 291
A Binary Genetic Traits Lexer Framework
most recent commit a month ago
Evolutionary.jl ⭐ 201
Evolutionary & genetic algorithms for Julia
most recent commit 7 months ago
Roper ⭐ 159
Return Oriented Programme Evolution with ROPER
most recent commit 3 years ago
Moses ⭐ 121
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.
most recent commit 2 months ago
Gpflappybird ⭐ 110
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
most recent commit 2 years ago
Geppy ⭐ 110
A framework for gene expression programming (an evolutionary algorithm) in Python
total releases 4most recent commit a year ago
Fungp ⭐ 100
A genetic programming library for Clojure
total releases 3most recent commit 8 years ago
Radiate ⭐ 91
A genetic programming engine which evolves solutions through asynchronous speciation.
dependent packages 2total releases 26most recent commit 9 months agocargo radiate} Downloads
Darwin ⭐ 91
Evolutionary Algorithms Framework
most recent commit 8 months ago
Evoasm.rb ⭐ 90
An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine
total releases 6most recent commit 4 years ago
Monkeys ⭐ 90
A strongly-typed genetic programming framework for Python
total releases 14most recent commit 4 years ago
Genetic Programming ⭐ 89
Symbolic regression solver, based on genetic programming methodology.
most recent commit 7 years ago
Dcgp ⭐ 80
Implementation of a differentiable CGP (Cartesian Genetic Programming)
total releases 7most recent commit a year ago
Slash A ⭐ 80
Programming language and C++ library for (linear) genetic programming
most recent commit 11 years ago
Glyph ⭐ 74
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
total releases 16most recent commit a year ago
Cartesiangeneticprogramming.jl ⭐ 67
Cartesian Genetic Programming for Julia
most recent commit a year ago
Mabe ⭐ 67
Modular Agent Based Evolution Framework
most recent commit 8 months ago
Algorithmic Trading ⭐ 66
Algorithmic Trading program, that uses Genetic Programming and Genetic Algorithms to predict stock prices.
most recent commit 3 years ago
Corvus ⭐ 62
Genetic BF programming
most recent commit 8 years ago
Geneticalgorithmforfeatureselection ⭐ 60
Search the best feature subset for you classification mode
most recent commit 4 years ago
Xgp ⭐ 59
🔮 Symbolic regression library
total releases 4most recent commit 4 years ago
Operon ⭐ 59
C++ Large Scale Genetic Programming
most recent commit 5 days ago
Geneal ⭐ 49
A genetic algorithm implementation in python
total releases 9most recent commit 9 days ago
Optframe ⭐ 48
OptFrame - Optimization Framework
most recent commit a day ago
Ec Kity ⭐ 47
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
most recent commit 2 months ago
Evolution 9 ⭐ 45
Music composing using genetic programming and neural networks
most recent commit 12 years ago
Pyshgp ⭐ 45
Push Genetic Programming in Python.
total releases 9most recent commit a year ago
Evolutionaryforest ⭐ 44
An open source python library for automated feature engineering based on Genetic Programming
most recent commit 7 days ago
Anomalii ⭐ 43
Genetic Programming Framework for Swift.
most recent commit 5 years ago
Recipe ⭐ 43
Automated machine learning (AutoML) with grammar-based genetic programming
most recent commit a year ago
Pac Man ⭐ 40
Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)
most recent commit 5 years ago
Gpstocks ⭐ 34
Using Genetic Programming for Securities Analysis
most recent commit 9 years ago
Genetic Programming Spec ⭐ 34
Experiment to use genetic programming to generate clojure.spec programs from test data
most recent commit 6 years ago
Tiny_gp ⭐ 32
Tiny Genetic Programming in Python
most recent commit 2 years ago
Synthetic ⭐ 28
Symbolic Generators for Complex Networks
most recent commit a year ago
Tis100 ⭐ 27
TIS-100 emulator, program parser, schema parser, and genetic problem solver
dependent packages 1total releases 2most recent commit 7 years agonpm tis100} Downloads
Gp Gomea ⭐ 26
Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP
most recent commit 8 days ago
Vita ⭐ 25
Vita - Genetic Programming Framework
most recent commit 12 days ago
Asmoses ⭐ 25
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search for the AtomSpace (https://github.com/opencog/atomspace)
most recent commit 2 months ago
Map Elites ⭐ 23
Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization
most recent commit 2 years ago
Generative_design ⭐ 23
Generative Design in the development of steel structured design
most recent commit 8 months ago
Arja ⭐ 22
Multi-Objective GP for Automated Repair of Java
most recent commit 2 years ago
Evodag ⭐ 22
Evolving Directed Acyclic Graph
most recent commit 4 months ago
Genetic Programming In Scala ⭐ 21
Genetic programming in Scala
most recent commit 5 years ago
Aimed ⭐ 21
ARMED & AIMED: Automatic Random/Intelligent Malware Modifications to Evade Detection
most recent commit 6 months ago
Cartesian ⭐ 21
a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.
most recent commit 3 years ago
Ptreeopt ⭐ 21
Policy tree optimization: Heuristic policy search for control of dynamic systems. Uses genetic programming to develop binary trees relating observed indicator variables to actions, either real-valued or discrete.
most recent commit a year ago
Genprog ⭐ 21
Genetic programming library
total releases 3most recent commit 9 years ago
Revolver ⭐ 21
A framework for building fast genetic algorithms in Swift.
most recent commit 5 years ago
Genetic Prog ⭐ 20
Simple Code For Genetic Programming in C++
most recent commit 11 years ago
Microgp4 ⭐ 20
A multi-purpose extensible self-adaptive evolutionary tool
most recent commit 5 months ago
Gpdotnetv4 ⭐ 20
C# implementation of the various algorithms based on Genetic Algorithm, Genetic Programming and Artificial Neural Networks.
most recent commit 9 months ago
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
most recent commit 7 months ago
Wargames ⭐ 19
two soldiers shooting at each other, controlled by a neural network with a genetic algorithm.
most recent commit 3 years ago
Genalgo.js ⭐ 17
Genetic and evolutionary algorithms in Javascript.
most recent commit 3 years ago
Helisa ⭐ 17
Scala API for jenetics
most recent commit 4 years ago
Construct ⭐ 16
JavaScript Digital Organisms simulator
most recent commit 4 years ago
Ebic ⭐ 16
EBIC - AI-based parallel biclustering algorithm
most recent commit 4 years ago
Pynsgp ⭐ 16
Multi-objective Genetic Programming by NSGA-II in Python
most recent commit a year ago
Hal Cgp ⭐ 15
Cartesian genetic programming (CGP) in pure Python.
total releases 4most recent commit 7 months ago
Cdgp ⭐ 15
Counterexample-Driven Genetic Programming
most recent commit 4 months ago
Cgp Cnn Design ⭐ 15
Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture
most recent commit 5 years ago
Analysis Of Cgps Mechanisms ⭐ 15
Implementation, configuration files, and parsing scripts for the Analysis of Cartesian Genetic Programming’s Evolutionary Mechanisms publication.
most recent commit 7 years ago
Gpjs ⭐ 15
Take a look ! https://vimeo.com/51937862
most recent commit 9 years ago
Genetic_programming ⭐ 15
most recent commit 8 years ago
Tabuada ⭐ 15
Genetic programming synthesize assembler programs
most recent commit 3 years ago
Mahout ⭐ 15
Personal development repository to prepare contributions and patches for Apache Mahout
most recent commit 12 years ago
Lgp ⭐ 14
A robust Linear Genetic Programming implementation on the JVM using Kotlin.
most recent commit a year ago
Xcsf ⭐ 14
XCSF learning classifier system: rule-based online evolutionary machine learning
total releases 7most recent commit 2 days ago
Crellinor Rust ⭐ 14
An artificial life / genetic programming simulation
most recent commit 12 days ago
Mahout Rbm ⭐ 13
Restricted Boltzmann Machines in Apache Mahout
most recent commit 12 years ago
Singularity ⭐ 13
Pattern Fuzzing for Worst-Case Algorithmic Complexity using Program Synthesis
most recent commit a year ago
Automl Genetic ⭐ 13
Applying genetic programming to AutoML https://travis-ci.org/deil87/automl-genetic.svg?br
most recent commit 2 years ago
Eacirc ⭐ 13
Automatic problem solver based on circuit-like representation and genetic programming
most recent commit 5 years ago
Heuristiclab ⭐ 13
HeuristicLab - An environment for heuristic and evolutionary optimization
most recent commit 22 days ago
Pytpg ⭐ 12
A python implementation of Tangled Program Graphs. A Reinforcement Learning Algorithm.
most recent commit 10 months ago
Ebe ⭐ 12
Edit by Example - automated file editing just from given examples.
most recent commit 5 months ago
Realgen ⭐ 12
Fast implementation of Genetic Algorithm only for real genotype, useful for nonlinear constrained and unconstrained optimization problems
most recent commit 2 years ago
Opinionmining ⭐ 12
Opinion Mining/Sentiment Analysis Classifier using Genetic Programming
most recent commit 4 years ago
Program Induction ⭐ 12
A library for program induction and learning representations.
total releases 36most recent commit 3 years ago
Gpdotnet ⭐ 11
GPdotNET is an open source computer program for running tree based genetic programming.
most recent commit a year ago
Genepro ⭐ 11
A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.
total releases 7most recent commit a month ago
Genetic Programming ⭐ 11
Genetic programming for math equations with prefix expression trees.
most recent commit 4 years ago
Linear Genetic Programming ⭐ 10
Functional linear genetic programing with Javascript
most recent commit 3 years ago
Genetictree ⭐ 10
Constructing decision trees with genetic algorithm with a scikit-learn inspired API
total releases 3most recent commit a year ago
Distributedevolutionarycomputation ⭐ 10
Distributed Evolutionary Computation.
most recent commit 13 days ago
Evolutionary.net ⭐ 10
Genetic Programming Engine designed for .NET
most recent commit 3 years ago
Awesome Evolutionary Programming ⭐ 9
Curated list of resources for genetic and evolutionary programming
most recent commit 7 months ago
Symbolic Equation Solver ⭐ 8
A genetic programming application to solve linear and quadratic equations symboliclly
most recent commit 3 years ago
Nodevo ⭐ 8
An implementation of Genetic Programming in Rust.
most recent commit 5 years ago
Genetic Algorithms ⭐ 8
Genetic Algorithms Repository
most recent commit 5 years ago
Cgp ⭐ 8
Cartesian Genetic Programming for Go
most recent commit 5 years ago
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