NAME¶
mlpack::sparse_coding -
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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