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The Top 23 Machine Learning Genetic Programming Open Source Projects

Open source projects categorized as Machine Learning Genetic Programming
Categories > Machine Learning > Genetic Programming
Categories > Machine Learning > Machine Learning
Gplearn ⭐ 1,441
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 8total releases 7most recent commit 5 months agopypi gplearn} Downloads
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24most recent commit 4 months ago
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19most recent commit 3 months agopypi fedot} Downloads
Binlex ⭐ 377
A Binary Genetic Traits Lexer Framework
most recent commit 5 months ago
Moses ⭐ 125
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 7 months ago
Evolutionaryforest ⭐ 108
An open source python library for automated feature engineering based on Genetic Programming
most recent commit 5 months ago
Operon ⭐ 107
C++ Large Scale Genetic Programming
most recent commit 3 months ago
Darwin ⭐ 91
Evolutionary Algorithms Framework
total releases 1most recent commit 2 years ago
Distributedevolutionarycomputation ⭐ 84
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/Distributed EC are covered.
most recent commit 3 months ago
Ec Kity ⭐ 78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
most recent commit 3 months ago
Xgp ⭐ 61
🔮 Symbolic regression library
total releases 4most recent commit 6 years ago
Geneticalgorithmforfeatureselection ⭐ 60
Search the best feature subset for you classification mode
most recent commit 6 years ago
Pyshgp ⭐ 60
Push Genetic Programming in Python.
total releases 9most recent commit a year ago
Synthetic ⭐ 37
Symbolic Generators for Complex Networks
most recent commit a year ago
Vita ⭐ 33
Vita - Genetic Programming Framework
most recent commit 4 months ago
Ec A Modern Perspective ⭐ 33
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now.
most recent commit 3 months ago
Asmoses ⭐ 32
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search for the AtomSpace (https://github.com/opencog/atomspace)
most recent commit 7 months ago
Gp Gomea ⭐ 32
Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP
most recent commit a year ago
Fame ⭐ 31
Framework for Adversarial Malware Evaluation.
total releases 6most recent commit 9 months ago
Applied Machine Learning Course ⭐ 28
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
most recent commit 3 months ago
Xcsf ⭐ 24
XCSF learning classifier system: rule-based online evolutionary machine learning
most recent commit 3 months ago
Pyoperon ⭐ 21
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
most recent commit 4 months ago
Revolver ⭐ 21
A framework for building fast genetic algorithms in Swift.
total releases 1most recent commit 7 years ago
The 3 Most Depended On Machine Learning Genetic Programming Open Source Projects
Gplearn ⭐ 1,441
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 8total releases 7latest release May 03, 2022most recent commit 5 months agopypi gplearn} Downloads
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24latest release August 30, 2023most recent commit 4 months ago
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19latest release July 25, 2023most recent commit 3 months agopypi fedot} Downloads
The 10 Latest Releases In Machine Learning Genetic Programming Open Source Projects
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24latest release August 30, 2023most recent commit 4 months ago
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19latest release July 25, 2023most recent commit 3 months agopypi fedot} Downloads
Fame ⭐ 31
Framework for Adversarial Malware Evaluation.
total releases 6latest release March 04, 2023most recent commit 9 months ago
Gplearn ⭐ 1,441
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 8total releases 7latest release May 03, 2022most recent commit 5 months agopypi gplearn} Downloads
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
total releases 13latest release June 30, 2021most recent commit 2 years ago
Genetictree ⭐ 10
Constructing decision trees with genetic algorithm with a scikit-learn inspired API
total releases 3latest release January 25, 2021most recent commit 3 years ago
Darwin ⭐ 91
Evolutionary Algorithms Framework
total releases 1latest release December 08, 2020most recent commit 2 years ago
Pyshgp ⭐ 60
Push Genetic Programming in Python.
total releases 9latest release August 18, 2020most recent commit a year ago
Xgp ⭐ 61
:crystal_ball: Symbolic regression library
total releases 4latest release September 11, 2018most recent commit 6 years ago
Revolver ⭐ 21
A framework for building fast genetic algorithms in Swift.
total releases 1latest release October 09, 2017most recent commit 7 years ago
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