equation-discovery topic
List
equation-discovery repositories
PySR
2.0k
Stars
195
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High-Performance Symbolic Regression in Python and Julia
SymbolicRegression.jl
547
Stars
63
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Distributed High-Performance Symbolic Regression in Julia
DeepSymReg
64
Stars
20
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Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"
PhySO
1.7k
Stars
242
Forks
23
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Physical Symbolic Optimization
TPSR
36
Stars
7
Forks
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[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
HVAE
20
Stars
4
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An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.
EPDE
55
Stars
3
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EPDE - partial differential equations discovery framework
PeRCNN
70
Stars
16
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Encoding physics to learn reaction-diffusion processes