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Symbolic Regression

producing a mathematical expression (symbolic expression) that fits a given tabular data.

Papers

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Showing 171–180 of 418 papers

Title	Date	Tasks	Status	Hype
Symbolic Regression of Dynamic Network Models	Dec 15, 2023	regressionSymbolic Regression	—Unverified	0
Celestial Machine Learning: From Data to Mars and Beyond with AI Feynman	Dec 15, 2023	regressionSymbolic Regression	CodeCode Available	0
A Transformer Model for Symbolic Regression towards Scientific Discovery	Dec 7, 2023	regressionscientific discovery	CodeCode Available	1
Physical Symbolic Optimization	Dec 6, 2023	regressionreinforcement-learning	CodeCode Available	3
Class Symbolic Regression: Gotta Fit 'Em All	Dec 4, 2023	AllDeep Reinforcement Learning	CodeCode Available	3
GFN-SR: Symbolic Regression with Generative Flow Networks	Dec 1, 2023	Deep Reinforcement LearningInterpretable Machine Learning	CodeCode Available	0
Explainable Fraud Detection with Deep Symbolic Classification	Dec 1, 2023	ClassificationFraud Detection	CodeCode Available	0
Calabi-Yau Four/Five/Six-folds as P^n_w Hypersurfaces: Machine Learning, Approximation, and Generation	Nov 28, 2023	Symbolic Regression	CodeCode Available	0
A precise symbolic emulator of the linear matter power spectrum	Nov 27, 2023	Symbolic Regression	CodeCode Available	1
Alpha Zero for Physics: Application of Symbolic Regression with Alpha Zero to find the analytical methods in physics	Nov 21, 2023	Symbolic Regression	—Unverified	0

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