MilesCranmer / PySR

High-Performance Symbolic Regression in Python and Julia
https://astroautomata.com/PySR
Apache License 2.0
2.11k stars 198 forks source link

[Feature]: SymPy.jl integration #367

Open MilesCranmer opened 1 year ago

MilesCranmer commented 1 year ago

Feature Request

Rather than making the user define custom extra_sympy_mappings, we could potentially take advantage of SymPy.jl and automatically generate the sympy operators.

Furthermore, and this would be more work, we could look at transferring the expressions directly from SymbolicRegression.jl, rather than using a .csv file as a medium.