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Projects in Awesome Lists tagged with genetic-programming

A curated list of projects in awesome lists tagged with genetic-programming .

https://github.com/trevorstephens/gplearn

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

genetic-programming machine-learning python scikit-learn symbolic-regression

Last synced: 14 May 2025

https://github.com/primaryobjects/ai-programmer

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

ai artificial-intelligence c-sharp fitness-score genetic-algorithm genetic-algorithms genetic-programming genome program-synthesis programming-language

Last synced: 16 May 2025

https://github.com/lspector/clojush

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

clojure genetic-programming interpreter programming-language pushgp stack-based

Last synced: 16 May 2025

https://github.com/lspector/Clojush

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

clojure genetic-programming interpreter programming-language pushgp stack-based

Last synced: 21 Apr 2025

https://github.com/pkalivas/radiate

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

artificial-intelligence evolutionary-algorithm evolutionary-algorithms genetic-algorithm genetic-engine genetic-programming neat neuroevolution python rust

Last synced: 22 Feb 2026

https://github.com/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-algorithm genetic-optimization-algorithm genetic-programming machine-learning

Last synced: 07 May 2025

https://github.com/hchasestevens/monkeys

A strongly-typed genetic programming framework for Python

ai ant-colony-optimization framework genetic-programming ipynb metaprogramming optimization python

Last synced: 20 Aug 2025

https://github.com/ec-kity/ec-kity

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

evolutionary-algorithms evolutionary-computation genetic-algorithms genetic-programming machine-learning python scikit-learn sklearn symbolic-regression

Last synced: 04 Apr 2025

https://github.com/evoasm/evoasm.rb

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

aimgp genetic-algorithm genetic-programming jit program-synthesis ruby x64 x86-64

Last synced: 20 Mar 2025

https://github.com/heal-research/pyoperon

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

genetic-programming machine-learning parallel python sklearn-compatible symbolic-regression

Last synced: 01 Mar 2026

https://github.com/laic-ufmg/Recipe

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

automl genetic-programming grammar grammar-based-genetic-programming recipe scikit-learn

Last synced: 15 Nov 2025

https://github.com/stefanofioravanzo/map-elites

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

constrained-optimization evolutionary-algorithms genetic-programming novelty-search

Last synced: 12 May 2025

https://github.com/opencog/asmoses

MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search for the AtomSpace (https://github.com/opencog/atomspace)

atomspace genetic-algorithm genetic-optimization-algorithm genetic-programming machine-learning

Last synced: 07 May 2025

https://github.com/mrvplusone/singularity

Pattern Fuzzing for Worst-Case Algorithmic Complexity using Program Synthesis

complexity-analysis denial-of-service fuzzing-framework genetic-programming software-engineering-research

Last synced: 23 Mar 2025

https://github.com/erikdoe/crellinor-rust

An artificial life / genetic programming simulation

artificial-life genetic-programming rust-lang

Last synced: 17 Sep 2025

https://github.com/jeds6391/lgp

A robust Linear Genetic Programming implementation on the JVM using Kotlin.

ai genetic-programming gp jvm kotlin lgp linear-genetic-programming machine-learning

Last synced: 12 Oct 2025

https://github.com/bhrnjica/gpdotnet

GPdotNET is an open source computer program for running tree based genetic programming.

genetic-programming machine-learning

Last synced: 16 Jan 2026

https://github.com/trumae/tabuada

Genetic programming synthesize assembler programs

c genetic-algorithm genetic-programming tournament-algorithm

Last synced: 25 Jan 2026

https://github.com/alexadam/naive-math

Use genetic algorithms to evolve math identities

evolve-math-identities genetic-algorithm genetic-programming math mathematics

Last synced: 14 Apr 2025

https://github.com/mssm199996/symbolic-equation-solver

A genetic programming application to solve linear and quadratic equations symboliclly

equation-solver genetic-programming java-11 jenetics linear-equation maven quadratic-equation

Last synced: 10 Apr 2025

https://github.com/chen0040/java-genetic-programming

Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gene expression programming, etc

classification-algorithm evolutionary-algorithms evolutionary-computation gene-expression genetic-programming java linear-genetic-programming machine-learning optimization optimization-algorithms symbolic-regression tree-gp

Last synced: 10 Sep 2025

https://github.com/jespb/python-m3gp

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

binary-classification classification clustering evolutionary-algorithm evolutionary-algorithms evolutionary-computation genetic-programming machine-learning multiclass-classification

Last synced: 28 Aug 2025

https://github.com/talfig/game-of-life-conway

Conway's Game Of Life simulation with genetic algorithm

biological-computing game-of-life genetic-algorithm genetic-programming

Last synced: 02 Jul 2025

https://github.com/jespb/python-stdgp

An easy-to-use scikit-learn inspired implementation of the Standard Genetic Programming (StdGP) algorithm.

binary-classification classification evolutionary-algorithms evolutionary-computation genetic-programming machine-learning regression-algorithms regression-models regression-trees

Last synced: 28 Aug 2025

https://github.com/kelindar/evolve

Golang implementation of a binary genetic algorithm with random binary crossover & mutation

genetic-algorithm genetic-programming

Last synced: 10 Sep 2025

https://github.com/akuroiwa/chem-ant

Select materials to output molecules similar to the target molecule with MCTS Solver and Genetic Programming.

cheminformatics chemoinformatics deap genetic-programming mcts-solver rdkit

Last synced: 17 Jan 2026

https://github.com/chen0040/spark-ml-genetic-programming

Package provides java implementation of big-data genetic programming for Apache Spark

big-data genetic-programming linear-genetic-programming rdd spark tree-genetic-programming tree-gp

Last synced: 22 Aug 2025

https://github.com/avestura/ocisp

🧬 An implementation of optimized crossover for independent set problem

crossover csharp genetic-algorithm genetic-programming graph-algorithms guilan-university independent-sets matching optimized-crossover paper

Last synced: 18 Oct 2025

https://github.com/jroakes/geneticml

Automatically refine Python code to meet specified objectives.

genetic-programming openai-chatgpt

Last synced: 29 Oct 2025

https://github.com/ttiagojm/gp-cnas

Implementation example of GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming

binary-search-tree genetic-algorithm genetic-programming neural-architecture-search tensorflow2

Last synced: 22 Apr 2025

https://github.com/vasu7052/smart-maze

This is a simple Smart Maze Bot created Using Genetic Algorithm in Python

ai genetic-algorithm genetic-programming maze-game maze-solver pygame python

Last synced: 26 Jun 2025

https://github.com/fabianishere/shadevolution

Genetic Programming for Shader Simplification

evolutionary-algorithms genetic-programming opengl python shaders tud

Last synced: 19 Apr 2026

https://github.com/chen0040/cs-tree-genetic-programming

tree-based genetic programming implemented using C#

genetic-programming symbolic-regression treegp

Last synced: 15 Aug 2025

https://github.com/mehditeymorian/othello-game

Implementation of Othello game with model training using evolutionary algorithms

ai evolutionary-algorithms genetic-algorithm genetic-programming model-training

Last synced: 13 Feb 2026

https://github.com/dor-sketch/game-of-life-ai

Implementing Conway's Game of Life with genetic algorithms to optimize patterns and explore emergent behaviors within the simulation.

biological-computing evolutionary-algorithms gameoflife genetic-algorithm genetic-programming optimization

Last synced: 14 Apr 2025

https://github.com/karmakamikaze/geneticdfa

The GeneticDFA project uses genetic programming to reverse engineer blackbox systems modeled in DFA form.

arduino deterministic-finite-automata dfa genetic-algorithm genetic-programming rf

Last synced: 17 Mar 2026

https://github.com/chen0040/java-regex-cultivator

Regex generator which use genetic programming evolve grok and and to automatically discover regex given a set of texts having similar structure

evolutionary-computation expression-generator genetic-programming grok regex

Last synced: 26 Jul 2025

https://github.com/arkenidar/resm_aka_bbjj

Raw Execution-Step Machine also known as Bit Bit Jump Jump machine. Computer/CPU design.Based on Turing Machine/BitBitJump machine.Extended,popularized,applied.Files,ideas,docs,programs,circuits,links.

easy-to-understand fpga genetic-programming hw naive programmable software-synthesis vm

Last synced: 26 Jan 2026

https://github.com/amlalejini/gecco-2024-phylogeny-informed-subsampling

Repository associated with 2024 GECCO paper submission.

evolutionary-computation genetic-programming subsampling

Last synced: 07 Mar 2026

https://github.com/snwfdhmp/population-genome-evolution

Library for simulating the evolution of a population's genome through reproductions, by applying genes mutations and cross-overs.

cpp evolution-simulator genetic-programming simulation

Last synced: 18 May 2026

https://github.com/clebert/otus

A modular JavaScript API for programming with genetic algorithms.

genetic-algorithm genetic-programming

Last synced: 22 Jun 2025

https://github.com/erp12/sklearn-symbolic-regression

Stack based symbolic regression using Scikit-learn estimator base classes.

genetic-programming python scikit-learn sklearn symbolic-regression

Last synced: 28 Apr 2026

https://github.com/barrettotte/procjam-2018

ProcJam 2018 Entry. Simulate basic population genetics on fake creatures' DNA. Concepts of mutation, crossover, fitness distribution covered.

gamejam genetic-programming genetics procedural-generation procjam simulation unity

Last synced: 26 Apr 2026

https://github.com/alexnaughtonjr/oden_biohacking

At The ODIN, we believe the future is going to be dominated by genetic engineering and consumer genetic design will be a big part of that. We are making that happen by creating kits and tools that allow anyone to make unique and usable organisms at home or in a lab or anywhere.

genetic genetic-algorithm genetic-algorithm-framework genetic-algorithms genetic-analysis genetic-optimization-algorithm genetic-programming genetic-variants geneticalgorithm genetics

Last synced: 19 Mar 2026

https://github.com/urmzd/linear-gp

A production-grade Rust framework for Linear Genetic Programming research, featuring modular architecture, Q-Learning integration, automated hyperparameter optimization, and support for reinforcement learning and classification tasks.

evolutionary-algorithms genetic-algorithm genetic-programming linear-algebra linear-genetic-programming machine-learning optimization parallel-computing reinforcement-learning rust

Last synced: 19 Apr 2026

https://github.com/alexnaughtonjr/Oden_Biohacking

At The ODIN, we believe the future is going to be dominated by genetic engineering and consumer genetic design will be a big part of that. We are making that happen by creating kits and tools that allow anyone to make unique and usable organisms at home or in a lab or anywhere.

genetic genetic-algorithm genetic-algorithm-framework genetic-algorithms genetic-analysis genetic-optimization-algorithm genetic-programming genetic-variants geneticalgorithm genetics

Last synced: 26 Sep 2025

https://github.com/irkri/peal

Python Package for Evolutionary Algorithms

evolutionary-algorithms genetic-programming optimization python

Last synced: 20 Feb 2026

https://github.com/physis-research/physis

A high-performance, physics-informed Genetic Programming engine for regime-aware quantitative research. Evolving robust trading strategies with sub-millisecond latency.

algorithmic-trading genetic-programming high-performance-computing physics-informed-ml quantitative-finance regime-detection rust

Last synced: 11 Jan 2026

https://github.com/chen0040/spark-ml-regex-generator

Spark implementation that takes a set of texts and use genetic programming to discover a regex for grok that will match other similar texts

evolutionary-computation genetic-programming grok grok-parser regex

Last synced: 30 Oct 2025

https://github.com/smith42/gas_with_an_example

Tutorial on how to fit a function using genetic algorithms

genetic-algorithm genetic-programming machine-learning

Last synced: 06 Apr 2025

https://github.com/joshmcdonagh/classification-using-genetic-programming

The repository for my BSc dissertation on the 'Evolutionary Generation of Classifiers using Genetic Programming' which achieved a First mark.

dissertation dissertation-project evolutionary-algorithm genetic-algorithm genetic-programming java jenetics

Last synced: 27 Jul 2025

https://github.com/tebogoyungmercykay/artificial-intelligence-in-java

This repository is dedicated to my exploration and understanding of various artificial intelligence (AI) algorithms and techniques. I document my progress and share resources, code, and insights related to AI.

ai artificial-intelligence genetic-algorithm genetic-programming heuristics iterated-local-search java local-search machine-learning simulated-annealing

Last synced: 14 Mar 2025

https://github.com/nightblade9/genetic-engine

A lightweight solution allowing you to solve problems using genetic programming and genetic algorithms.

ai genetic-engine genetic-programming

Last synced: 05 Sep 2025

https://github.com/rystrauss/symbolic-regression

An implementation of symbolic regression using genetic programming.

genetic-programming symbolic-regression

Last synced: 28 Oct 2025

https://github.com/gugarosa/loss_programming

📄 Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".

genetic-programming implementation loss-function machine-learning paper

Last synced: 19 Jul 2025

https://github.com/akuroiwa/chess-ant

Chess simulation with use of evolutional algorithms

chess deap genetic-programming mcts mcts-solver python-chess

Last synced: 17 Jan 2026

https://github.com/nahom32/nmoses

Non deterministic metta optimisation semantic evolutionary search for competence of program evolution.

genetic-programming symbolic-ai

Last synced: 13 Jul 2025

https://github.com/andreasnel/geepers

Source code used to evaluate the combination of Genetic Programming and Hyper-Heuristics to the Network Intrusion Detection problem, for the COS700 module at the University of Pretoria.

deap genetic-programming hyper-heuristic nid python3

Last synced: 25 Mar 2025

https://github.com/iffranciscome/msc-datascience-thesis

Genetic Programming and Neural Networks for Financial Predictive Modeling.

financial-machine-learning genetic-algorithms genetic-programming sklearn tensorflow time-series

Last synced: 23 Apr 2025

https://github.com/chen0040/java-mogp

Genetic Programming Framework that supports Multi-Objective Optimization

genetic-programming linear-genetic-programming multi-objective-optimization nsga-ii tree-gp

Last synced: 03 Apr 2025

https://github.com/phylogenicaiagents/phylogenic-ai-agents

Phylogenic AI Agents: Genetic evolution for AI personalities. Self-optimizing agents with liquid memory, ML analytics, and evolutionary optimization. Beyond prompt engineering. A steps towards glass-box AI.

agent-framework ai ai-agents deep-learning evolutionary-ai genetic-algorithms genetic-programming liquid-neural-networks llm machine-learning mlops multi-agent-systems neural-networks phylogenic-ai prompt-engineering python

Last synced: 13 Jan 2026

https://github.com/joao-conde/feup-iart

Repository to host the Artificial Intelligence project and class exercises, a third year course @FEUP

ai artificial-intelligence genetic-algorithm genetic-programming prolog python python-3 scheduling-algorithms

Last synced: 11 Jun 2026

https://github.com/linux-alex/geep

GEEP (Genetic Evolutionary Engineering Platform) - a C++/Qt framework for genetic programming, optimized with CUDA acceleration. GEEP enables large-scale population-based optimization, ideal for solving high-dimensional problems using evolutionary algorithms and GPU computing.

cpp cuda framework genetic-programming

Last synced: 18 May 2026