SYNOPSIS

Classes

class DataDependentRandomInitializer

A data-dependent random dictionary initializer for SparseCoding. class NothingInitializer

A DictionaryInitializer for SparseCoding which does not initialize anything; it is useful for when the dictionary is already known and will be set with SparseCoding::Dictionary(). class RandomInitializer

A DictionaryInitializer for use with the SparseCoding class. class SparseCoding

An implementation of Sparse Coding with Dictionary Learning that achieves sparsity via an l1-norm regularizer on the codes (LASSO) or an (l1+l2)-norm regularizer on the codes (the Elastic Net).

Author

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