snrv.Snrv.transform

Snrv.transform(data)

project data into learned eigenvector basis

Parameters

data (torch.tensor, n x dim, n = observations, dim = dimensionality of trajectory featurization) – trajectory

Returns

psi – projection of data into learned eigenvector approximations of transfer operator

Return type

torch.tensor, n x n_comp, n_comp = no. of basis functions in ANN == output_size