LIMA: deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx > Class Template Reference

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#include <deeplima/eigen_wrp/word_seq_embd_vectorizer.h>

Inheritance diagram for deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >:

Classes
struct	feature_descr_base_t

struct	feature_descr_t

Public Types
enum	feature_type_t : unsigned char { int_feature = 0 , str_feature = 1 , float_feature = 2 , max_feature }

typedef DataSet	dataset_t

typedef DataSet::token_t	token_t

typedef UIntFeatExtractor	uint_feat_extractor_t

Public Member Functions
void	set_model (void *)

	WordSeqEmbdVectorizer ()

	WordSeqEmbdVectorizer (const std::vector< feature_descr_t > &features)

	WordSeqEmbdVectorizer (const std::vector< feature_descr_t > &features, const StrFeatExtractor &str_feat_extractor)

bool	is_precomputing () const

void	precompute (const DataSet &)

UIntFeatExtractor &	get_uint_feat_extractor ()

void	init_features (const std::vector< feature_descr_t > &features)

int	dim () const

void	vectorize_timepoint (MatrixFloat &target, uint64_t timepoint, const typename DataSet::token_t &token) const

Protected Types
typedef FeatureVectorizerToMatrix< MatrixFloat, uint64_t, Idx >	uint_vectorizer_t

typedef FeatureVectorizerToMatrix< MatrixFloat, const std::string &, Idx >	str_vectorizer_t

Protected Attributes
std::vector< feature_descr_t >	m_features

int	m_features_size

std::vector< uint32_t >	m_features_pos

const StrFeatExtractor	m_str_feat_extractor

UIntFeatExtractor	m_uint_feat_extractor

std::vector< std::pair< std::shared_ptr< uint_vectorizer_t >, size_t > >	m_uint_vectorizers

std::vector< std::pair< std::shared_ptr< str_vectorizer_t >, size_t > >	m_str_vectorizers

Detailed Description

template<class DataSet, class StrFeatExtractor, class UIntFeatExtractor, class MatrixFloat, class Idx = uint64_t>
class deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >

Definition at line 23 of file word_seq_embd_vectorizer.h.

Member Typedef Documentation

◆ dataset_t

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

typedef DataSet deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::dataset_t

Definition at line 27 of file word_seq_embd_vectorizer.h.

◆ str_vectorizer_t

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

typedef FeatureVectorizerToMatrix<MatrixFloat, const std::string&, Idx> deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::str_vectorizer_t

protected

Definition at line 65 of file word_seq_embd_vectorizer.h.

◆ token_t

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

typedef DataSet::token_t deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::token_t

Definition at line 28 of file word_seq_embd_vectorizer.h.

◆ uint_feat_extractor_t

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

typedef UIntFeatExtractor deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::uint_feat_extractor_t

Definition at line 101 of file word_seq_embd_vectorizer.h.

◆ uint_vectorizer_t

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

typedef FeatureVectorizerToMatrix<MatrixFloat, uint64_t, Idx> deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::uint_vectorizer_t

protected

Definition at line 64 of file word_seq_embd_vectorizer.h.

Member Enumeration Documentation

◆ feature_type_t

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

enum deeplima::vectorizers::WordSeqEmbdVectorizer::feature_type_t : unsigned char

Enumerator
int_feature
str_feature
float_feature
max_feature

Definition at line 30 of file word_seq_embd_vectorizer.h.

Constructor & Destructor Documentation

◆ WordSeqEmbdVectorizer() [1/3]

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::WordSeqEmbdVectorizer ( )

inline

Definition at line 75 of file word_seq_embd_vectorizer.h.

◆ WordSeqEmbdVectorizer() [2/3]

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::WordSeqEmbdVectorizer ( const std::vector< feature_descr_t > & features )

inline

Definition at line 78 of file word_seq_embd_vectorizer.h.

◆ WordSeqEmbdVectorizer() [3/3]

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::WordSeqEmbdVectorizer	(	const std::vector< feature_descr_t > &	features,
		const StrFeatExtractor &	str_feat_extractor
	)

inline

Definition at line 84 of file word_seq_embd_vectorizer.h.

Member Function Documentation

◆ dim()

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

int deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::dim ( ) const

inline

Definition at line 168 of file word_seq_embd_vectorizer.h.

◆ get_uint_feat_extractor()

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

UIntFeatExtractor & deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::get_uint_feat_extractor ( )

inline

Definition at line 103 of file word_seq_embd_vectorizer.h.

◆ init_features()

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

void deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::init_features ( const std::vector< feature_descr_t > & features )

inline

Definition at line 108 of file word_seq_embd_vectorizer.h.

◆ is_precomputing()

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

bool deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::is_precomputing ( ) const

inline

Definition at line 92 of file word_seq_embd_vectorizer.h.

◆ precompute()

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

void deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::precompute ( const DataSet & )

inline

Definition at line 97 of file word_seq_embd_vectorizer.h.

◆ set_model()

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

void deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::set_model ( void * )

inline

Definition at line 26 of file word_seq_embd_vectorizer.h.

◆ vectorize_timepoint()

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

void deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::vectorize_timepoint	(	MatrixFloat &	target,
		uint64_t	timepoint,
		const typename DataSet::token_t &	token
	)		const

inline

Definition at line 173 of file word_seq_embd_vectorizer.h.

Member Data Documentation

◆ m_features

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

std::vector<feature_descr_t> deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::m_features

protected

Definition at line 58 of file word_seq_embd_vectorizer.h.

◆ m_features_pos

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

std::vector<uint32_t> deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::m_features_pos

protected

Definition at line 62 of file word_seq_embd_vectorizer.h.

◆ m_features_size

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

int deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::m_features_size

protected

Definition at line 60 of file word_seq_embd_vectorizer.h.

◆ m_str_feat_extractor

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

const StrFeatExtractor deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::m_str_feat_extractor

protected

Definition at line 67 of file word_seq_embd_vectorizer.h.

◆ m_str_vectorizers

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

std::vector<std::pair<std::shared_ptr<str_vectorizer_t>, size_t> > deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::m_str_vectorizers

protected

Definition at line 71 of file word_seq_embd_vectorizer.h.

◆ m_uint_feat_extractor

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

UIntFeatExtractor deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::m_uint_feat_extractor

protected

Definition at line 68 of file word_seq_embd_vectorizer.h.

◆ m_uint_vectorizers

template<class DataSet , class StrFeatExtractor , class UIntFeatExtractor , class MatrixFloat , class Idx = uint64_t>

std::vector<std::pair<std::shared_ptr<uint_vectorizer_t>, size_t> > deeplima::vectorizers::WordSeqEmbdVectorizer< DataSet, StrFeatExtractor, UIntFeatExtractor, MatrixFloat, Idx >::m_uint_vectorizers

protected

Definition at line 70 of file word_seq_embd_vectorizer.h.

The documentation for this class was generated from the following file:

deeplima/include/deeplima/eigen_wrp/word_seq_embd_vectorizer.h