Index

_

__version__ (in module sparkkgml) _amputationMethod (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _columnNullDropPercent (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _customStringValueVariable (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _customValueVariable (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _digitStringStrategy (sparkkgml.vectorization.Vectorization attribute), [1] _endpoint (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _entityColumn (sparkkgml.feature_engineering.FeatureEngineering attribute), [1] (sparkkgml.vectorization.Vectorization attribute), [1]

_graph (sparkkgml.semantification.Semantification attribute) _handleNullValues (sparkkgml.data_acquisition.DataAcquisition attribute) _is_remote (sparkkgml.kg.KG attribute), [1] _nullReplacementMethod (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _query (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _rowNullDropPercent (sparkkgml.data_acquisition.DataAcquisition attribute), [1] _stopWordsRemover (sparkkgml.vectorization.Vectorization attribute), [1] _word2vecMinCount (sparkkgml.vectorization.Vectorization attribute), [1] _word2vecSize (sparkkgml.vectorization.Vectorization attribute), [1]

C

clean_column_names() (in module sparkkgml.data_augmentation) correlation_feature_selection() (in module sparkkgml.feature_selection)

create_motif_string() (sparkkgml.motif_walks.MotifWalks method) createKG() (sparkkgml.kg.KG method), [1]

D

DataAcquisition (class in sparkkgml.data_acquisition)

E

entities (sparkkgml.motif_walks.MotifWalks attribute), [1]

F

FeatureEngineering (class in sparkkgml.feature_engineering)

fmt (sparkkgml.kg.KG attribute), [1]

G

get_amputationMethod() (sparkkgml.data_acquisition.DataAcquisition method) get_columnNullDropPercent() (sparkkgml.data_acquisition.DataAcquisition method) get_customStringValueVariable() (sparkkgml.data_acquisition.DataAcquisition method) get_customValueVariable() (sparkkgml.data_acquisition.DataAcquisition method) get_digitStringStrategy() (sparkkgml.vectorization.Vectorization method), [1] get_endpoint() (sparkkgml.data_acquisition.DataAcquisition method) get_entityColumn() (sparkkgml.feature_engineering.FeatureEngineering method), [1] (sparkkgml.vectorization.Vectorization method), [1] get_graph() (sparkkgml.semantification.Semantification method)

get_nullReplacementMethod() (sparkkgml.data_acquisition.DataAcquisition method) get_query() (sparkkgml.data_acquisition.DataAcquisition method) get_rowNullDropPercent() (sparkkgml.data_acquisition.DataAcquisition method) get_stopWordsRemover() (sparkkgml.vectorization.Vectorization method), [1] get_word2vecMinCount() (sparkkgml.vectorization.Vectorization method), [1] get_word2vecSize() (sparkkgml.vectorization.Vectorization method), [1] getDataFrame() (sparkkgml.data_acquisition.DataAcquisition method) getFeatures() (sparkkgml.feature_engineering.FeatureEngineering method), [1] getKGasDataFrame() (sparkkgml.kg.KG method), [1]

H

hashed_entities (sparkkgml.motif_walks.MotifWalks attribute), [1]

K

key_to_vertex_hashMap (sparkkgml.kg.KG attribute), [1]

KG (class in sparkkgml.kg) kg_instance (sparkkgml.motif_walks.MotifWalks attribute), [1]

L

location (sparkkgml.kg.KG attribute), [1]

M

module sparkkgml sparkkgml.data_acquisition sparkkgml.data_augmentation sparkkgml.feature_engineering sparkkgml.feature_selection sparkkgml.kg sparkkgml.motif_walks sparkkgml.semantification sparkkgml.vectorization

motif_walk() (sparkkgml.motif_walks.MotifWalks method) motif_walk_depth() (sparkkgml.motif_walks.MotifWalks method) MotifWalks (class in sparkkgml.motif_walks)

N

nullDrop() (sparkkgml.data_acquisition.DataAcquisition method)

nullReplacement() (sparkkgml.data_acquisition.DataAcquisition method)

Q

query_local_rdf() (sparkkgml.data_acquisition.DataAcquisition method)

S

Semantification (class in sparkkgml.semantification) semantify() (sparkkgml.semantification.Semantification method) sequential_feature_selection() (in module sparkkgml.feature_selection) set_amputationMethod() (sparkkgml.data_acquisition.DataAcquisition method) set_columnNullDropPercent() (sparkkgml.data_acquisition.DataAcquisition method) set_customStringValueVariable() (sparkkgml.data_acquisition.DataAcquisition method) set_customValueVariable() (sparkkgml.data_acquisition.DataAcquisition method) set_digitStringStrategy() (sparkkgml.vectorization.Vectorization method), [1] set_endpoint() (sparkkgml.data_acquisition.DataAcquisition method) set_entityColumn() (sparkkgml.feature_engineering.FeatureEngineering method), [1] (sparkkgml.vectorization.Vectorization method), [1] set_graph() (sparkkgml.semantification.Semantification method) set_nullReplacementMethod() (sparkkgml.data_acquisition.DataAcquisition method) set_query() (sparkkgml.data_acquisition.DataAcquisition method) set_rowNullDropPercent() (sparkkgml.data_acquisition.DataAcquisition method) set_stopWordsRemover() (sparkkgml.vectorization.Vectorization method), [1] set_word2vecMinCount() (sparkkgml.vectorization.Vectorization method), [1] set_word2vecSize() (sparkkgml.vectorization.Vectorization method), [1] skip_predicates (sparkkgml.kg.KG attribute), [1] spark_dbpedia_lookup_linker() (in module sparkkgml.data_augmentation) spark_specific_relation_generator() (in module sparkkgml.data_augmentation)

sparkkgml module sparkkgml.data_acquisition module sparkkgml.data_augmentation module sparkkgml.feature_engineering module sparkkgml.feature_selection module sparkkgml.kg module sparkkgml.motif_walks module sparkkgml.semantification module sparkkgml.vectorization module sparkSession (sparkkgml.kg.KG attribute) (sparkkgml.motif_walks.MotifWalks attribute) struct_to_list() (sparkkgml.motif_walks.MotifWalks method)

V

Vectorization (class in sparkkgml.vectorization)

vectorize() (sparkkgml.vectorization.Vectorization method), [1] vertex_to_key_hashMap (sparkkgml.kg.KG attribute), [1]

W

word2Vec_embeddings() (sparkkgml.motif_walks.MotifWalks method)