API Documentation

Transformers

BatchCDL(n_atoms, n_times_atom[, reg, …]) Batch algorithm for convolutional dictionary learning
OnlineCDL(n_atoms, n_times_atom[, reg, …]) Online algorithm for convolutional dictionary learning

Functions

learn_d_z(X, n_atoms, n_times_atom[, …]) Univariate Convolutional Sparse Coding.
learn_d_z_multi(X, n_atoms, n_times_atom[, …]) Multivariate Convolutional Sparse Coding with optional rank-1 constraint
learn_d_z_weighted(X, n_atoms, n_times_atom) Univariate Convolutional Sparse Coding with an alpha-stable distribution