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MilesCranmer / PySR

High-Performance Symbolic Regression in Python and Julia
https://astroautomata.com/PySR
Apache License 2.0
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PySR paper is out! #323

Open MilesCranmer opened 1 year ago

MilesCranmer commented 1 year ago

This is long-overdue but I finally finished a methods paper describing the algorithm in PySR and SymbolicRegression.jl. You can find it here: https://github.com/MilesCranmer/pysr_paper and the arXiv here: https://arxiv.org/abs/2305.01582.

I consider this paper to be a "v1," based on an older version of the codebase. I would like to write additional papers in the future describing major updates, and I plan to invite any significant open-source contributors to be co-authors!

puja93 commented 3 months ago

Hi @MilesCranmer... Thanks for the great paper and repo.

Regarding the 8th point in your paper :

image

Do you have any links for documentation or tutorial on that ? Especially for the sequential and grids dataset.

Thanks in advance

MilesCranmer commented 3 months ago

Hi @puja93,

Thanks for the question! I have answered it on the forum page here: https://github.com/MilesCranmer/PySR/discussions/660#discussioncomment-9961622.

Cheers, Miles