shredx.modules.sindy_layer

SINDy Layer module.

Implements a differentiable SINDy (Sparse Identification of Nonlinear Dynamics) layer for learning interpretable ODEs and performing arbitrary-length forecasting.

Classes

SINDyLayer(hidden_size, forecast_length[, ...])

Differentiable SINDy layer for ODE-based forecasting.