pysindy.optimizers

Classes

BaseOptimizer	Base class for SINDy optimizers.
EnsembleOptimizer	Wrapper class for ensembling methods.
WrappedOptimizer	Wrapper class for generic optimizers/sparse regression methods
SR3	Sparse relaxed regularized regression.
STLSQ	Sequentially thresholded least squares algorithm.
ConstrainedSR3	Sparse relaxed regularized regression with linear (in)equality constraints.
StableLinearSR3	Sparse relaxed regularized regression for building a-priori stable linear models.
TrappingSR3	Generalized trapping variant of sparse relaxed regularized regression.
SSR	Stepwise sparse regression (SSR) greedy algorithm.
FROLS	Forward Regression Orthogonal Least-Squares (FROLS) optimizer.
SINDyPI	SINDy-PI optimizer
MIOSR	Mixed-Integer Optimized Sparse Regression.
EvidenceGreedy	Sparse Regression by maximizing Bayesian evidence through greedy elimination of features