PyRank

Symbolic Regression Python Packages

Python packages with the GitHub topic symbolic-regression. Sorted by relevance, with stars and monthly downloads.
trevorstephens
gplearn

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

31K 2K 322
GongJr0
symbolicdsge

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

2K 1 0
heal-research
pyoperon

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

2K 77 17
janoPig
hroch

Symbolic regression and classification

2K 19 0
PaulsonLab
torchsisso

No description available

1K 40 6
marcovirgolin
simplegp

Simple Genetic Programming for Symbolic Regression in Python3

946 27 14
Inknyto
exp-minus-log

The Exp-Minus-Log (eml) operator implemented in python

718 0 0
psaegert
simplipy

Efficient Simplification of Mathematical Expressions

612 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.

589 16 1
smeznar
symbolic-regression-toolkit

Toolkit for symbolic regression/equation discovery

546 6 1
Ambrosys
pyglyph

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

487 95 16
hftsoi
symbolfit

Automatic parametric modeling with symbolic regression

448 68 6
ohjeah
cartesian

Minimal cartesian genetic programming for symbolic regression.

409 24 4
EC-KitY
eckity

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

381 103 20
WassimTenachi
physo

Physical Symbolic Optimization

334 2K 266
marcovirgolin
genepro

No description available

300 35 9
ShuhuaGao
geppy

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

259 222 73
psaegert
flash-ansr

Fast Amortized Neural Symbolic Regression with Transformers and SimpliPy

225 5 0
GongJr0
macrosim

Symbolic regression based equation discovery and iterative simulation library.

199 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.

194 22 3
nasa
pysips

A symbolic regression tool designed to work with noisy data

192 10 2
vinpap
symbolic-learn

A symbolic regression model

150 4 0
turingbotsoftware
turingbot

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

149 0 0
Ohjeah
reg-bench

No description available

130 0 0