A repository for the Behaviour-aware Equation distance measure
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Updated
Feb 23, 2024 - Shell
A repository for the Behaviour-aware Equation distance measure
Extremly fast c++/python symbolic regression library based on parallel local search.
Physics-informed refinement learning for equation discovery
Deep Symbolic Regression with Multimodal Pretraining
Advanced Machine Learning
This is the official repo for the paper "LLM-SR: Scientific Equation Discovery via Programming with Large Language Models"
EPDE - partial differential equations discovery framework
An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
Encoding physics to learn reaction-diffusion processes
Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"
Distributed High-Performance Symbolic Regression in Julia
High-Performance Symbolic Regression in Python and Julia
Physical Symbolic Optimization
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