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Genetic Programming in Python, with a scikit-learn inspired API
Created
2015-03-26
161 commits to main branch, last one about a year ago
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
Created
2013-01-23
213 commits to master branch, last one 2 years ago
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
Created
2013-12-21
12,502 commits to master branch, last one 3 days ago
Automated modeling and machine learning framework FEDOT
Created
2020-01-13
924 commits to master branch, last one 20 days ago
Evolutionary & genetic algorithms for Julia
Created
2014-09-08
199 commits to master branch, last one about a year ago
The Push programming language and the PushGP genetic programming system implemented in Clojure.
Created
2010-04-18
2,650 commits to master branch, last one about a year ago
A framework for gene expression programming (an evolutionary algorithm) in Python
Created
2018-07-20
60 commits to master branch, last one about a month ago
Mining technical factors based on symbolic regression via genetic algorithm
Created
2022-03-20
7 commits to main branch, last one about a year ago
A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques
Created
2019-11-17
1,260 commits to master branch, last one a day ago
C++ Large Scale Genetic Programming
Created
2019-09-10
1,098 commits to main branch, last one 13 days ago
An open source python library for automated feature engineering based on Genetic Programming
Created
2021-05-22
1,591 commits to master branch, last one about a month ago
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/Distrib...
nas
automl
swarm-robotics
machine-learning
genetic-algorithm
swarm-intelligence
genetic-programming
evolutionary-robotics
ant-colony-optimization
artificial-intelligence
evolutionary-algorithms
evolutionary-strategies
optimization-algorithms
evolutionary-computation
particle-swarm-optimization
parallel-evolutionary-algorithms
distributed-artificial-intelligence
distributed-evolutionary-algorithms
Created
2021-01-26
3,313 commits to main branch, last one 6 days ago
A Python package that uses task-based neurons to build neural networks.
Created
2024-03-03
64 commits to main branch, last one 8 months ago
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.
Created
2015-04-26
16,698 commits to master branch, last one about a year ago
Evolutionary Algorithms Framework
Created
2018-11-11
575 commits to master branch, last one 4 years ago
Tiny Genetic Programming in Python.
Created
2019-02-22
64 commits to master branch, last one 2 years ago
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
This repository has been archived
(exclude archived)
Created
2016-12-08
312 commits to master branch, last one 3 years ago
EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.
Created
2021-11-29
583 commits to develop branch, last one 3 months ago
Modular Agent Based Evolution Framework
Created
2017-06-10
1,099 commits to master branch, last one 3 years ago
OptFrame - C++17 (and C++20) Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Iterated Loc...
ils
vns
nsga-ii
heuristics
tabu-search
timetabling
optimization
pareto-front
metaheuristics
best-improvement
first-improvement
genetic-algorithm
multi-improvement
optimization-tools
genetic-programming
optimization-framework
vehicle-routing-problem
travelling-salesman-problem
multi-objective-optimization
Created
2017-11-06
1,692 commits to master branch, last one 3 days ago
Push Genetic Programming in Python.
Created
2016-06-13
393 commits to master branch, last one about a year ago
A genetic algorithm implementation in python
Created
2020-05-22
88 commits to master branch, last one 7 months ago
Graph Optimiser for Learning and Evolution of Models
Created
2022-10-24
173 commits to main branch, last one 27 days ago
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,...
Created
2024-10-18
121 commits to main branch, last one 5 days ago
Automated machine learning (AutoML) with grammar-based genetic programming
Created
2017-01-19
122 commits to master branch, last one 3 years ago
Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP
Created
2019-01-04
121 commits to master branch, last one 2 years ago
Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
Created
2023-07-11
924 commits to main branch, last one about a month ago
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
Created
2021-12-04
236 commits to main branch, last one 13 days ago
This course covers the applied side of algorithmics in machine learning, with some deep learning and evolutionary algorithms thrown in as well.
Created
2022-06-15
373 commits to main branch, last one 16 days ago
Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses
Created
2021-05-31
1,747 commits to main branch, last one 23 days ago