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The Top 18 Genetic Programming Symbolic Regression Open Source Projects

Open source projects categorized as Genetic Programming Symbolic Regression
Categories > Machine Learning > Genetic Programming
Categories > Symbolic Regression
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
Geppy ⭐ 148
A framework for gene expression programming (an evolutionary algorithm) in Python
dependent packages 3total releases 4most recent commit a year agopypi geppy} Downloads
Operon ⭐ 107
C++ Large Scale Genetic Programming
most recent commit 3 months ago
Genetic Programming ⭐ 89
Symbolic regression solver, based on genetic programming methodology.
most recent commit 9 years ago
Ec Kity ⭐ 78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
most recent commit 3 months ago
Glyph ⭐ 74
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
total releases 16most recent commit 3 years ago
Xgp ⭐ 61
🔮 Symbolic regression library
total releases 4most recent commit 6 years ago
Vita ⭐ 33
Vita - Genetic Programming Framework
most recent commit 4 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
Heuristiclab ⭐ 23
HeuristicLab - An environment for heuristic and evolutionary optimization
most recent commit 9 months ago
Pyoperon ⭐ 21
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
most recent commit 4 months ago
Cartesian ⭐ 21
a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.
total releases 9most recent commit 4 years ago
Hal Cgp ⭐ 20
Cartesian genetic programming (CGP) in pure Python.
total releases 4most recent commit a year ago
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
total releases 13most recent commit 2 years ago
Genepro ⭐ 13
A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.
total releases 9most recent commit a year ago
Genetic Programming With Rademacher Complexity ⭐ 11
Code for the GP-RC algorithm presented in "Genetic Programming with Rademacher Complexity for Symbolic Regression" (IEEE CEC2019). Paper Link: https://ieeexplore.ieee.org/document/8790341
most recent commit 9 months ago
Java Genetic Programming ⭐ 6
Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gene expression programming, etc
most recent commit 7 years ago
Gpg ⭐ 5
Re-implementation of GP-GOMEA that attempts to be simpler to understand and use than the original.
most recent commit 5 months ago
The 2 Most Depended On Genetic Programming Symbolic Regression 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
Geppy ⭐ 148
A framework for gene expression programming (an evolutionary algorithm) in Python
dependent packages 3total releases 4latest release September 21, 2021most recent commit a year agopypi geppy} Downloads
The 8 Latest Releases In Genetic Programming Symbolic Regression 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
Geppy ⭐ 148
A framework for gene expression programming (an evolutionary algorithm) in Python
dependent packages 3total releases 4latest release September 21, 2021most recent commit a year agopypi geppy} Downloads
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
total releases 13latest release June 30, 2021most recent commit 2 years ago
Hal Cgp ⭐ 20
Cartesian genetic programming (CGP) in pure Python.
total releases 4latest release May 12, 2021most recent commit a year ago
Glyph ⭐ 74
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
total releases 16latest release July 10, 2019most recent commit 3 years ago
Cartesian ⭐ 21
a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.
total releases 9latest release September 14, 2018most recent commit 4 years ago
Xgp ⭐ 61
:crystal_ball: Symbolic regression library
total releases 4latest release September 11, 2018most recent commit 6 years ago
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