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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
12,328 commits to master branch, last one 12 days ago
Automated modeling and machine learning framework FEDOT
Created
2020-01-13
920 commits to master branch, last one 6 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 5 days 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
C++ Large Scale Genetic Programming
Created
2019-09-10
1,085 commits to main branch, last one 28 days ago
A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques
Created
2019-11-17
1,122 commits to master branch, last one 6 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 15 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 6 months 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
3,273 commits to main branch, last one 11 days 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 3 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 2 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
1,687 commits to master branch, last one a day 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 6 months ago
Graph Optimiser for Learning and Evolution of Models
Created
2022-10-24
172 commits to main branch, last one 2 months 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
Automated machine learning (AutoML) with grammar-based genetic programming
Created
2017-01-19
122 commits to master branch, last one 3 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 6 days ago
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
Created
2021-12-04
232 commits to main branch, last one a day 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
371 commits to main branch, last one 13 days ago
HeuristicLab - An environment for heuristic and evolutionary optimization
Created
2022-03-21
8,915 commits to main branch, last one 12 months ago
Program Synthesis framework that features heuristics methods (e.g., Genetic Programming) and grammars are defined in Python dataclasses
Created
2021-05-31
1,705 commits to main branch, last one 5 days ago