equation-discovery topic
PySR
High-Performance Symbolic Regression in Python and Julia
SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
DeepSymReg
Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"
PhySO
Physical Symbolic Optimization
TPSR
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
HVAE
An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.
EPDE
EPDE - partial differential equations discovery framework
PeRCNN
Encoding physics to learn reaction-diffusion processes
LLM-SR
This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with LLMs
PhysGym
A benchmark suite for evaluating LLM-based interactive scientific reasoning.