fujiitora t1_j2h0j15 wrote on January 1, 2023 at 5:30 AM

Far from an expert, but this almost seems like a more powerful symbolic regression in disguise. A main limitation of SR is that you need to have some educated guess/prior of what the potential function components look like for the search space. If this converter/extractor works it would be pretty damn powerful right?

digmux t1_j2i9pz2 wrote on January 1, 2023 at 3:09 PM

Yeah, it seems so.

I'm generally interested in learning about SR. What would be a good starting point? Are there some books, papers or other materials, I could read?

fujiitora t1_j2j6zr4 wrote on January 1, 2023 at 7:08 PM

I first learned about it with PySR https://github.com/MilesCranmer/PySR, they have an arxiv paper with some use cases as well.

digmux t1_j2lqqnl wrote on January 2, 2023 at 6:40 AM

Thanks