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The Top 23 Symbolic Regression Open Source Projects

Open source projects categorized as Symbolic Regression
Categories > Symbolic Regression
Physo ⭐ 1,669
Physical Symbolic Optimization
most recent commit 5 months ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165most recent commit 3 months ago
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
Symbolicregression.jl ⭐ 484
Distributed High-Performance Symbolic Regression in Julia
most recent commit 3 months ago
Alphagen ⭐ 236
Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.
most recent commit 5 months ago
Sisso ⭐ 177
A data-driven method combining symbolic regression and compressed sensing for accurate & interpretable models.
most recent commit 7 months ago
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
Symbolicnumericintegration.jl ⭐ 111
SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
most recent commit 3 months ago
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
Dynamicexpressions.jl ⭐ 75
Ridiculously fast symbolic expressions
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
Athena ⭐ 48
Automatic equation building and curve fitting. Runs on Tensorflow. Built for academia and research.
most 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
Symbolic Regression ⭐ 28
predicting equations from raw data with deep learning
most recent commit 5 years ago
Tpsr ⭐ 25
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
most recent commit 4 months 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
The 2 Most Depended On 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 10 Latest Releases In Symbolic Regression Open Source Projects
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165latest release August 21, 2023most recent commit 3 months ago
Hroch ⭐ 11
Extremly fast c++/python symbolic regression library based on parallel local search.
total releases 17latest release August 12, 2023most recent commit 3 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
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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