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The Top 185 Genetic Programming Open Source Projects on Github

Categoriesย >ย Machine Learningย >ย Genetic Programming
Gplearn โญย 1,024
Genetic Programming in Python, with a scikit-learn inspired API
Ai Programmer โญย 965
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
Jenetics โญย 681
Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization
Clojush โญย 307
The Push programming language and the PushGP genetic programming system implemented in Clojure.
Fedot โญย 262
Automated modeling and machine learning framework FEDOT
Evolutionary.jl โญย 179
Evolutionary & genetic algorithms for Julia
Roper โญย 159
Return Oriented Programme Evolution with ROPER
Binlex โญย 147
A Binary Genetic Traits Lexer
Gpflappybird โญย 110
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
Geppy โญย 110
A framework for gene expression programming (an evolutionary algorithm) in Python
Moses โญย 109
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.
Monkeys โญย 90
A strongly-typed genetic programming framework for Python
Evoasm.rb โญย 90
An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine
Genetic Programming โญย 89
Symbolic regression solver, based on genetic programming methodology.
Radiate โญย 87
A genetic programming engine which evolves solutions through asynchronous speciation.
Darwin โญย 78
Evolutionary Algorithms Framework
Glyph โญย 74
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
Mabe โญย 63
Modular Agent Based Evolution Framework
Geneticalgorithmforfeatureselection โญย 60
Search the best feature subset for you classification mode
Xgp โญย 49
๐Ÿ”ฎ Symbolic regression library
Pyshgp โญย 45
Push Genetic Programming in Python.
Recipe โญย 43
Automated machine learning (AutoML) with grammar-based genetic programming
Pac Man โญย 40
Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)
Operon โญย 39
C++ Large Scale Genetic Programming
Optframe โญย 38
OptFrame - Optimization Framework
Tiny_gp โญย 32
Tiny Genetic Programming in Python
Synthetic โญย 28
Symbolic Generators for Complex Networks
Map Elites โญย 23
Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization
Vita โญย 23
Vita - Genetic Programming Framework
Arja โญย 22
Multi-Objective GP for Automated Repair of Java
Asmoses โญย 21
Port of MOSES (https://github.com/opencog/moses) for the AtomSpace (https://github.com/opencog/atomspace)
Ptreeopt โญย 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.
Revolver โญย 21
A framework for building fast genetic algorithms in Swift.
Geneal โญย 19
A genetic algorithm implementation in python
Wargames โญย 19
two soldiers shooting at each other, controlled by a neural network with a genetic algorithm.
Gpdotnetv4 โญย 19
C# implementation of the various algorithms based on Genetic Algorithm, Genetic Programming and Artificial Neural Networks.
Evodag โญย 19
Evolving Directed Acyclic Graph
Helisa โญย 17
Scala API for jenetics
Genalgo.js โญย 17
Genetic and evolutionary algorithms in Javascript.
Gp Gomea โญย 17
Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP
Ebic โญย 16
EBIC - AI-based parallel biclustering algorithm
Construct โญย 16
JavaScript Digital Organisms simulator
Generative_design โญย 16
Generative Design in the development of steel structured design
Simplegp โญย 15
Simple Genetic Programming for Symbolic Regression in Python3
Cartesian โญย 15
a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.
Tabuada โญย 15
Genetic programming synthesize assembler programs
Lgp โญย 14
A robust Linear Genetic Programming implementation on the JVM using Kotlin.
Singularity โญย 13
Pattern Fuzzing for Worst-Case Algorithmic Complexity using Program Synthesis
Realgen โญย 12
Fast implementation of Genetic Algorithm only for real genotype, useful for nonlinear constrained and unconstrained optimization problems
Pytpg โญย 12
A python implementation of Tangled Program Graphs. A Reinforcement Learning Algorithm.
Program Induction โญย 12
A library for program induction and learning representations.
Opinionmining โญย 12
Opinion Mining/Sentiment Analysis Classifier using Genetic Programming
Genetic Programming โญย 11
Genetic programming for math equations with prefix expression trees.
Gpdotnet โญย 11
GPdotNET is an open source computer program for running tree based genetic programming.
Evolutionary.net โญย 10
Genetic Programming Engine designed for .NET
Genetictree โญย 10
Constructing decision trees with genetic algorithm with a scikit-learn inspired API
Xcsf โญย 8
XCSF learning classifier system: rule-based online evolutionary machine learning
Nodevo โญย 8
An implementation of Genetic Programming in Rust.
Genetic Algorithms โญย 8
Genetic Algorithms Repository
Symbolic Equation Solver โญย 8
A genetic programming application to solve linear and quadratic equations symboliclly
Periodicity Research โญย 7
The research of accuracy of searching cycles methods in symbolic sequences (time series) with presence of random noises.
Irma โญย 7
Digital organisms ecology system experiment
Distributedevolutionarycomputation โญย 7
Distributed Evolutionary Computation.
Genetic_algorithm_optimization_sklearn Based โญย 7
Aimed โญย 7
ARMED & AIMED: Automatic Random/Intelligent Malware Modifications to Evade Detection
Evolv E โญย 6
Web app that simulates evolution through natural selection using a genetic algorithm in Javascript
Spark Ml Genetic Programming โญย 6
Package provides java implementation of big-data genetic programming for Apache Spark
Java Genetic Programming โญย 6
Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gene expression programming, etc
Microverse โญย 6
A tiny library for quickly prototyping genetic algorithms.
Dehazing Gp โญย 6
Restoration of images degraded by haze using genetic programming
Genetic Rocket โญย 6
๐Ÿค– Genetic rocket artificial intelligence.
Genetic Algorithm Path Finder โญย 5
Simple AI using genetic algorithms and processing
Libevoasm โญย 5
Evoasm backend library
Oakgp โญย 5
A tree-based genetic programming framework written in Java.
Radiomics โญย 5
A data-driven feature selection method using symbolic genetic programming.
Tiny_ga โญย 5
Tiny Genetic Algorithm in Python
Evolutionaryforest โญย 5
An open source python library for automated feature engineering based on Genetic Programming
Smart Maze โญย 4
This is a simple Smart Maze Bot created Using Genetic Algorithm in Python
Evolutionary_regex โญย 4
RegEx generator using evolutionary algorithm
Python M3gp โญย 4
An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm
Gpm โญย 4
Genetic Programming close to Metal
Gptp Workshop.github.io โญย 4
Website for the annual Genetic Programming Theory & Practice workshops
Emergencyresponseunitlocator โญย 4
๐Ÿšจ Finds the best location for an Emergency Response Unit using Genetic Algorithm. A homework in Computational Intelligence course. ๐Ÿš’ ๐Ÿš” ๐Ÿš‘
Automlc โญย 4
Automated Multi-label Classification
Bt_learning_using_gp โญย 4
Learning Behavior Trees using Genetic Programming
Roi Extraction In Thermographic Breast Images Using Genetic Algorithms โญย 4
Genetic Finance โญย 3
Implementations of Genetic Methods for Financial Machine Learning Applications
Evolutionary Machine Learning โญย 3
Qapes โญย 3
Quadratic Assignment Problem, an Enhanced Solver
Genetic Algorithms For Swarm Parameter Tuning โญย 3
Swarming behaviour is based on aggregation of simple drones exhibiting basic instinctive reactions to stimuli. However, to achieve overall balanced/interesting behaviour the relative importance of these instincts, as well their internal parameters, must be tuned. In this project, you will learn how to apply Genetic Programming as means of such tuning, and attempt to achieve a series of non-trivial swarm-level behaviours.
Genetic Ranker โญย 3
Finding optimal search weights using genetic algorithms
Cpushpush โญย 3
The Push programming language and the PushGP genetic programming system implemented in C++
Self Driving Car โญย 3
Autonomous car driven by neural networks and evolved with genetic programming
Colonyevolver โญย 3
generative growth algorithm inspired by plants and corals
Evco โญย 3
Genetic Programming in Rust
Ocisp โญย 3
๐Ÿงฌ An implementation of optimized crossover for independent set problem
Population Genome Evolution โญย 3
Library for simulating the evolution of a population'sย genome through reproductions, by applying genes mutations and cross-overs.
Datahiding Stegno Ga โญย 3
Data Hiding using Stenography by using Genetic Generated Recurrence Functions
Helix โญย 3
OneCube Evolve is a simple genetic algorithm library written in Java.
Geometrydashai โญย 2
1-100 of 185 projects

Related Projects

Python Genetic Programming Projects (68)
Machine Learning Genetic Programming Projects (56)
Evolutionary Algorithms Genetic Programming Projects (42)
Artificial Intelligence Genetic Programming Projects (35)
Genetic Programming Evolutionary Computation Projects (24)
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