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trevorstephens
gplearn

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

25K 2K 323
heal-research
pyoperon

Python bindings and scikit-learn interface for the Operon library for symbolic regression.

3K 75 17
GongJr0
symbolicdsge

A linear DSGE engine with a fully symbolic and modifiable model backend. Includes symbolic regression-based equation augmentation capabilities.

2K 1 0
janoPig
hroch

Extremly fast c++/python symbolic regression library based on parallel local search.

1K 19 0
smeznar
symbolic-regression-toolkit

Toolkit for symbolic regression/equation discovery

1K 6 1
psaegert
simplipy

Efficient Simplification of Mathematical Expressions

1K 2 0
silvermete0r
oikan

OIKAN is a neuro-symbolic machine learning framework inspired by Kolmogorov-Arnold representation theorem. It combines the power of modern neural networks with techniques for extracting clear, interpretable symbolic formulas from data. OIKAN is designed to make machine learning models both accurate and Interpretable.

917 16 1
PaulsonLab
torchsisso

No description available

869 39 5
marcovirgolin
simplegp

Simple Genetic Programming for Symbolic Regression in Python3

866 27 14
Ambrosys
pyglyph

a python 3 library based on deap providing abstraction layers for symbolic regression problems.

669 94 16
hftsoi
symbolfit

Automatic parametric modeling with symbolic regression

585 68 6
marcovirgolin
genepro

A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.

488 35 9
EC-KitY
eckity

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

477 103 20
WassimTenachi
physo

Physical Symbolic Optimization

426 2K 265
ohjeah
cartesian

a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.

333 24 4
GongJr0
macrosim

Symbolic regression based equation discovery and iterative simulation library.

314 0 1
x66ccff
psrn

[𝐍𝐚𝐭𝐮𝐫𝐞 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐜𝐢𝐞𝐧𝐜𝐞] ⚡️ PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. Evaluates millions of expressions simultaneously on GPU with automated subtree reuse.

303 22 3
ShuhuaGao
geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

268 223 73
psaegert
flash-ansr

Fast Amortized Neural Symbolic Regression with Transformers and SimpliPy

219 5 0
nasa
pysips

A symbolic regression tool designed to work with noisy data

174 9 2
turingbotsoftware
turingbot

Python interface for TuringBot, a symbolic regression software that discovers mathematical formulas from data

159 0 0
vinpap
symbolic-learn

A symbolic regression model

129 4 0
Ohjeah
reg-bench

No description available

126 0 0
MilesCranmer
pysr-mcranmer

Simple and efficient symbolic regression

69 4K 324
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