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symtorch

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Approximate deep learning model components with symbolic equations using PySR

skills/symtorch/SKILL.md

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Repository last updated: Oct 30, 2026
License: Apache-2.0

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## symtorch

Approximate deep learning model components with symbolic equations using PySR

### Code repository

<https://github.com/elizabethsztan/InterpretSR>

**Use this as the implementation source:** clone the repo and follow its README for install, dependencies, and how to run code or experiments. The generated client prints JSON with a suggested ``git clone`` command.

### Paper (arXiv — explanation)

<https://arxiv.org/abs/2602.21307>