mlpack: a scalable c++ machine learning library
mlpack  2.2.1
mlpack::sparse_coding Namespace Reference

Classes

class  DataDependentRandomInitializer
 A data-dependent random dictionary initializer for SparseCoding. More...

 
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(). More...

 
class  RandomInitializer
 A DictionaryInitializer for use with the SparseCoding class. More...

 
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). More...