astroautomata/PySR
View on GitHub ↗ ★ 4,256 Python
Symbolic Learning in Python and Julia
7 mentions on Hacker News by 7 people: 0 stories, 7 comments · first 2022-05-11 · latest 2025-11-22
20082026
-
…is featured in the actual formula in the article. the constant doesn't compare to 11/15 though [0] https://github.com/MilesCranmer/PySR
comment by user070223 · 2025-11-22 · in Solving Fizz Buzz with Cosines -
…having an LLM review documents in order to come up with primitives (aka operators) that could be fed into github.com/MilesCranmer/PySR I didn't get very far because I had difficulty piping it all together, but with something like this I…
comment by nickysielicki · 2025-06-28 · in SymbolicAI: A neuro-symbolic perspective on LLMs -
…https://en.wikipedia.org/wiki/Symbolic_regression and turns out there's a Python package https://github.com/MilesCranmer/PySR I've needed something like this at least once (but IIRC no more than twice ;) ), so I'm glad to know what to look…
comment by baq · 2024-07-31 · in Genetically synthesized supergain broadband wire-bundle antenna -
…https://github.com/tshort/StaticCompiler.jl [2]: https://github.com/JuliaLang/PackageCompiler.jl [3]: https://github.com/MilesCranmer/PySR
comment by huijzer · 2023-12-04 · in Potential of the Julia programming language for high energy physics computing -
and Python at https://github.com/MilesCranmer/PySR
comment by xgdgsc · 2023-07-15 · in SymbolicRegression.jl – High-Performance Symbolic Regression in Julia and Python -
…us about the PAC learnability of SR? Anyhow, pretty cool seeing such work get more attention! [1] https://github.com/MilesCranmer/PySR [2] https://susmitjha.github.io/papers/togis17.pdf [3] https://astroautomata.com/paper/symbolic-neural-ne…
comment by aseg · 2022-11-14 · in Symbolic Regression is NP-hard -
…regression (the "machine scientist" referenced in the article) is a Python wrapper on Julia: https://github.com/MilesCranmer/PySR I don't think I've seen a Python wrapper on Julia code before.
comment by tony_cannistra · 2022-05-11 · in ‘Machine Scientists’ Distill the Laws of Physics from Raw Data