Projects in Awesome Lists tagged with symbolic-regression

https://github.com/milescranmer/pysr

High-Performance Symbolic Regression in Python and Julia

algorithm automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning numpy python scikit-learn symbolic symbolic-regression

Last synced: 26 Sep 2024

https://github.com/milesCranmer/PySR

High-Performance Symbolic Regression in Python and Julia

algorithm automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning numpy python scikit-learn symbolic symbolic-regression

Last synced: 01 Aug 2024

https://github.com/MilesCranmer/PySR

High-Performance Symbolic Regression in Python and Julia

algorithm automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning numpy python scikit-learn symbolic symbolic-regression

Last synced: 31 Jul 2024

https://github.com/wassimtenachi/physo

Physical Symbolic Optimization

deep-learning equation-discovery machine-learning physics python reinforcement-learning symbolic-regression

Last synced: 30 Sep 2024

https://github.com/WassimTenachi/PhySO

Physical Symbolic Optimization

deep-learning equation-discovery machine-learning physics python reinforcement-learning symbolic-regression

Last synced: 31 Jul 2024

https://github.com/trevorstephens/gplearn

Genetic Programming in Python, with a scikit-learn inspired API

genetic-programming machine-learning python scikit-learn symbolic-regression

Last synced: 29 Sep 2024

https://github.com/milescranmer/symbolicregression.jl

Distributed High-Performance Symbolic Regression in Julia

automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning sciml symbolic symbolic-computation symbolic-regression

Last synced: 29 Sep 2024

https://github.com/MilesCranmer/SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

automl data-science distributed-systems equation-discovery evolutionary-algorithms explainable-ai genetic-algorithm interpretable-ml julia machine-learning sciml symbolic symbolic-computation symbolic-regression

Last synced: 02 Aug 2024

https://github.com/RL-MLDM/alphagen

Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.

quantitative-trading reinforcement-learning symbolic-regression

Last synced: 01 Aug 2024

https://github.com/rouyang2017/SISSO

A data-driven method combining symbolic regression and compressed sensing for accurate & interpretable models.

big-data-analytics compressed-sensing machine-learning material-science symbolic-regression

Last synced: 02 Aug 2024

https://github.com/sciml/symbolicnumericintegration.jl

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

integration julia julia-language scientific-machine-learning symbolic-regression

Last synced: 29 Sep 2024

https://github.com/SciML/SymbolicNumericIntegration.jl

SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals

integration julia julia-language scientific-machine-learning symbolic-regression

Last synced: 02 Aug 2024

https://github.com/ec-kity/ec-kity

EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.

evolutionary-algorithms evolutionary-computation genetic-algorithms genetic-programming machine-learning python scikit-learn sklearn symbolic-regression

Last synced: 26 Sep 2024

https://github.com/arabiaweather/athena

Automatic equation building and curve fitting. Runs on Tensorflow. Built for academia and research.

academia curve-fitting equation-solver interpretability machine-learning optimization research-tool simulation-framework symbolic-computation symbolic-regression tensorflow

Last synced: 31 Jul 2024

https://github.com/maxhalford/xgp

:crystal_ball: Symbolic regression library

classification evolutionary-algorithms genetic-programming go machine-learning regression symbolic-regression

Last synced: 02 Oct 2024

https://github.com/omron-sinicx/srsd-benchmark

[DMLR] Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery

symbolic-regression

Last synced: 01 Aug 2024