GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations

1 code implementation • 18 Dec 2023 • Nisal Ranasinghe, Damith Senanayake, Sachith Seneviratne, Malin Premaratne, Saman Halgamuge

In this work, we propose GINN-LP, an interpretable neural network to discover the form and coefficients of the underlying equation of a dataset, when the equation is assumed to take the form of a multivariate Laurent Polynomial.

regression Symbolic Regression