SymbolicRegression.jl VS PySR

Compare SymbolicRegression.jl vs PySR and see what are their differences.

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SymbolicRegression.jl PySR
3 7
494 1,640
- -
0.0 9.6
3 days ago 8 days ago
Julia Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

SymbolicRegression.jl

Posts with mentions or reviews of SymbolicRegression.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-15.

PySR

Posts with mentions or reviews of PySR. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-04.

What are some alternatives?

When comparing SymbolicRegression.jl and PySR you can also consider the following projects:

GeneticAlgorithmPython - Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

TorchGA - Train PyTorch Models using the Genetic Algorithm with PyGAD

mljar-supervised - Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

FromFile.jl - Julia enhancement proposal (Julep) for implicit per file module in Julia

diffeqpy - Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

hlb-CIFAR10 - Train CIFAR-10 in <7 seconds on an A100, the current world record.

ModelingToolkitStandardLibrary.jl - A standard library of components to model the world and beyond

symreg - A Symbolic Regression engine

python-bigsimr

Modia.jl - Modeling and simulation of multidomain engineering systems

ModelingToolkit.jl - An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations