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Symbolic Regression

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

Papers

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TitleStatusHype
Symbolic Regression via Neural-Guided Genetic Programming Population SeedingCode1
Chaos as an interpretable benchmark for forecasting and data-driven modellingCode1
Multi Expression Programming -- an in-depth descriptionCode1
AI Descartes: Combining Data and Theory for Derivable Scientific DiscoveryCode1
Contemporary Symbolic Regression Methods and their Relative PerformanceCode1
Improving exploration in policy gradient search: Application to symbolic optimizationCode1
SymbolicGPT: A Generative Transformer Model for Symbolic RegressionCode1
Neural Symbolic Regression that ScalesCode1
Symbolic regression for scientific discovery: an application to wind speed forecastingCode1
Probabilistic Grammars for Equation DiscoveryCode1
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