This repository is the official implementation of Discovering Symbolic Models from Deep Learning with Inductive Biases.
Miles Cranmer, Alvaro Sanchez-Gonzalez, Peter Battaglia, Rui Xu, Kyle Cranmer, David Spergel, Shirley Ho
- PySR, our new open-source Eureqa alternative
To train an example model from the paper, try out the demo.
Full model definitions are given in
models.py. Data is generated from