API Documentation

snrv

State free (non-)reversible VAMPnets

snrv.DatasetSnrv(data, lag, ln_pathweight)

Custom dataset for Snrv class

snrv.load_snrv(modelFilePath)

loading SNRV model from file

snrv.Snrv(input_size, output_size[, ...])

ANN encoder for state-free reversible VAMPnet

snrv.Snrv.fit(data, lag[, ln_pathweight])

fit SNRV model to data

snrv.Snrv.transform(data)

project data into learned eigenvector basis

snrv.Snrv.fit_transform(data, lag[, ...])

fit SNRV over data then project data into learned eigenvector (VAC) / singular vectors (VAMP) of transfer operator

snrv.Snrv.get_transform_Jacobian(data)

compute Jacobian of self.transform computational graph output (psi) wrt input (data)

snrv.Snrv.save_model(modelFilePath)

saving model parameters required for building and running (i.e., self.transform)

snrv.Snrv.load_weights(network_weights)

loading SNRV network weights from file