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The Top 17 Machine Learning Symbolic Regression Open Source Projects

Open source projects categorized as Machine Learning Symbolic Regression
Categories > Machine Learning > Machine Learning
Categories > Symbolic Regression
Physo ⭐ 1,669
Physical Symbolic Optimization
most recent commit 4 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
Sisso ⭐ 177
A data-driven method combining symbolic regression and compressed sensing for accurate & interpretable models.
most recent commit 7 months ago
Operon ⭐ 107
C++ Large Scale Genetic Programming
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
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
Pyoperon ⭐ 21
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
most recent commit 4 months ago
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
total releases 13most recent commit 2 years ago
Hvae ⭐ 16
An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.
most recent commit 6 months ago
Hroch ⭐ 11
Extremly fast c++/python symbolic regression library based on parallel local search.
total releases 17most recent commit 3 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
Multiobjective_symbolic_regression ⭐ 6
This is a Python library that implements a Multi-objective Symbolic Regression algorithm. It can be used as a Machine Learning algorithm to create predictive models in the form of mathematical expressions.
most recent commit 3 months ago
The 5 Latest Releases In Machine Learning 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
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
total releases 13latest release June 30, 2021most recent commit 2 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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