Index

A

AddBatch() (artm.library.MasterComponent method) alpha_iter (SmoothSparseThetaConfig attribute) apply_weight (SynchronizeModelArgs attribute) ArgumentOutOfRangeException artm.library (module) ARTM_ARGUMENT_OUT_OF_RANGE (C macro) ARTM_CORRUPTED_MESSAGE (C macro) ARTM_DISK_READ_ERROR (C macro) ARTM_DISK_WRITE_ERROR (C macro) ARTM_INTERNAL_ERROR (C macro) ARTM_INVALID_MASTER_ID (C macro) ARTM_INVALID_OPERATION (C macro) ARTM_NETWORK_ERROR (C macro) ARTM_STILL_WORKING (C macro) ARTM_SUCCESS (C macro) ArtmAddBatch (C function) ArtmCopyRequestResult (C function) ArtmCreateDictionary (C function) ArtmCreateMasterComponent (C function) ArtmCreateMasterProxy (C function) ArtmCreateModel (C function) ArtmCreateNodeController (C function) ArtmCreateRegularizer (C function) ArtmDisposeDictionary (C function)

ArtmDisposeMasterComponent (C function) ArtmDisposeModel (C function) ArtmDisposeNodeController (C function) ArtmDisposeRegularizer (C function) ArtmGetLastErrorMessage (C function) ArtmInvokeIteration (C function) ArtmOverwriteTopicModel (C function) ArtmReconfigureDictionary (C function) ArtmReconfigureMasterComponent (C function) ArtmReconfigureModel (C function) ArtmReconfigureRegularizer (C function) ArtmRequestLoadBatch (C function) ArtmRequestLoadDictionary (C function) ArtmRequestParseCollection (C function) ArtmRequestRegularizerState (C function) ArtmRequestScore (C function) ArtmRequestThetaMatrix (C function) ArtmRequestTopicModel (C function) ArtmSaveBatch (C function) ArtmSynchronizeModel (C function), [1] ArtmWaitIdle (C function) average_kernel_contrast (TopicKernelScore attribute) average_kernel_purity (TopicKernelScore attribute) average_kernel_size (TopicKernelScore attribute)

B

batch (GetScoreValueArgs attribute) (GetThetaMatrixArgs attribute)

C

cache_theta (MasterComponentConfig attribute) class_id (Batch attribute) (DecorrelatorPhiConfig attribute) (DictionaryEntry attribute) (GetTopicModelArgs attribute) (ModelConfig attribute) (SmoothSparsePhiConfig attribute) (SparsityPhiScoreConfig attribute) (TopTokensScoreConfig attribute) (TopicKernelScoreConfig attribute) (TopicModel attribute) class_weight (ModelConfig attribute) CollectionParserConfig_Format_BagOfWordsUci (in module artm.library) communication_timeout (MasterComponentConfig attribute) (MasterProxyConfig attribute) compact_batches (MasterComponentConfig attribute) config (MasterProxyConfig attribute) (RegularizerConfig attribute) (ScoreConfig attribute) config() (artm.library.MasterComponent method) (artm.library.Model method) connect_endpoint (MasterComponentConfig attribute) cooccurrence_file_name (CollectionParserConfig attribute) cooccurrence_token (CollectionParserConfig attribute) CorruptedMessageException create_endpoint (MasterComponentConfig attribute) (NodeControllerConfig attribute) CreateDecorrelatorPhiRegularizer() (artm.library.MasterComponent method) CreateDictionary() (artm.library.MasterComponent method) CreateDirichletPhiRegularizer() (artm.library.MasterComponent method)

CreateDirichletThetaRegularizer() (artm.library.MasterComponent method) CreateItemsProcessedScore() (artm.library.MasterComponent method) CreateMasterComponent() (artm.library.Library method) CreateModel() (artm.library.MasterComponent method) CreateNodeController() (artm.library.Library method) CreatePerplexityScore() (artm.library.MasterComponent method) CreateRegularizer() (artm.library.MasterComponent method) CreateScore() (artm.library.MasterComponent method) CreateSmoothSparsePhiRegularizer() (artm.library.MasterComponent method) CreateSmoothSparseThetaRegularizer() (artm.library.MasterComponent method) CreateSparsityPhiScore() (artm.library.MasterComponent method) CreateSparsityThetaScore() (artm.library.MasterComponent method) CreateStream() (artm.library.MasterComponent method) CreateThetaSnippetScore() (artm.library.MasterComponent method) CreateTopicKernelScore() (artm.library.MasterComponent method) CreateTopTokensScore() (artm.library.MasterComponent method)

D

data (ScoreData attribute) decay_weight (SynchronizeModelArgs attribute) Dictionary (C++ class) (class in artm.library) Dictionary::config (C++ function) Dictionary::Dictionary (C++ function) Dictionary::name (C++ function) Dictionary::Reconfigure (C++ function) dictionary_file_name (CollectionParserConfig attribute)

dictionary_name (InitializeModelArgs attribute) (SmoothSparsePhiConfig attribute) Disable() (artm.library.Model method) disk_cache_path (MasterComponentConfig attribute) disk_path (MasterComponentConfig attribute) DiskReadException DiskWriteException Dispose() (artm.library.MasterComponent method) (artm.library.NodeController method) docword_file_path (CollectionParserConfig attribute)

E

Enable() (artm.library.Model method) enabled (ModelConfig attribute) EnableRegularizer() (artm.library.Model method)

EnableScore() (artm.library.Model method) entry (DictionaryConfig attribute) eps (SparsityPhiScoreConfig attribute) (SparsityThetaScoreConfig attribute) (TopicKernelScoreConfig attribute)

F

field (Item attribute) field_name (ItemsProcessedScoreConfig attribute) (ModelConfig attribute) (PerplexityScoreConfig attribute) (SparsityThetaScoreConfig attribute) (ThetaSnippetScoreConfig attribute)

format (CollectionParserConfig attribute)

G

GetRegularizerState() (artm.library.MasterComponent method) GetThetaMatrix() (artm.library.MasterComponent method)

GetTopicModel() (artm.library.MasterComponent method) GetValue() (artm.library.Score method)

I

id (Item attribute) Initialize() (artm.library.Model method) inner_iterations_count (ModelConfig attribute) InternalError internals (TopicModel attribute) InvalidMasterIdException InvalidOperationException

invoke_regularizers (SynchronizeModelArgs attribute) InvokeIteration() (artm.library.MasterComponent method) item (Batch attribute) item_id (ThetaMatrix attribute) (ThetaSnippetScore attribute) (ThetaSnippetScoreConfig attribute) item_weights (ThetaMatrix attribute) items_count (DictionaryEntry attribute)

K

kernel_contrast (TopicKernelScore attribute) kernel_purity (TopicKernelScore attribute)

kernel_size (TopicKernelScore attribute) key_token (DictionaryEntry attribute)

L

Library (class in artm.library) LoadBatch (C++ function) LoadBatch() (artm.library.Library method)

LoadDictionary (C++ function) LoadDictionary() (artm.library.Library method)

M

MasterComponent (C++ class) (class in artm.library) MasterComponent::config (C++ function) MasterComponent::GetScoreAs<T> (C++ function) MasterComponent::GetThetaMatrix (C++ function), [1] MasterComponent::GetTopicModel (C++ function), [1] MasterComponent::InvokeIteration (C++ function) MasterComponent::MasterComponent (C++ function), [1] MasterComponent::mutable_config (C++ function) MasterComponent::Reconfigure (C++ function) MasterComponent::WaitIdle (C++ function) MasterComponentConfig_ModusOperandi_Local (in module artm.library) MasterComponentConfig_ModusOperandi_Network (in module artm.library) merger_queue_max_size (MasterComponentConfig attribute) messages_pb2.Batch (built-in class) messages_pb2.BoolArray (built-in class) messages_pb2.CollectionParserConfig (built-in class) messages_pb2.DecorrelatorPhiConfig (built-in class) messages_pb2.DictionaryConfig (built-in class) messages_pb2.DictionaryEntry (built-in class) messages_pb2.DoubleArray (built-in class) messages_pb2.Field (built-in class) messages_pb2.InitializeModelArgs (built-in class) messages_pb2.Item (built-in class) messages_pb2.ItemsProcessedScore (built-in class) messages_pb2.ItemsProcessedScoreConfig (built-in class) messages_pb2.MasterComponentConfig (built-in class) messages_pb2.MasterProxyConfig (built-in class) messages_pb2.ModelConfig (built-in class) messages_pb2.NodeControllerConfig (built-in class) messages_pb2.PerplexityScore (built-in class) messages_pb2.PerplexityScoreConfig (built-in class)

messages_pb2.RegularizerConfig (built-in class) messages_pb2.RegularizerInternalState (built-in class) messages_pb2.ScoreConfig (built-in class) messages_pb2.ScoreData (built-in class) messages_pb2.SmoothSparsePhiConfig (built-in class) messages_pb2.SmoothSparseThetaConfig (built-in class) messages_pb2.SparsityPhiScore (built-in class) messages_pb2.SparsityPhiScoreConfig (built-in class) messages_pb2.SparsityThetaScoreConfig (built-in class), [1] messages_pb2.Stream (built-in class) messages_pb2.SynchronizeModelArgs (built-in class) messages_pb2.ThetaMatrix (built-in class) messages_pb2.ThetaSnippetScore (built-in class) messages_pb2.ThetaSnippetScoreConfig (built-in class) messages_pb2.TopicKernelScore (built-in class) messages_pb2.TopicKernelScoreConfig (built-in class) messages_pb2.TopicModel (built-in class) messages_pb2.TopTokensScore (built-in class) messages_pb2.TopTokensScoreConfig (built-in class) Model (C++ class) (class in artm.library) Model::config (C++ function) Model::Initialize (C++ function) Model::Model (C++ function) Model::mutable_config (C++ function) Model::name (C++ function) Model::Overwrite (C++ function) Model::Reconfigure (C++ function) Model::Synchronize (C++ function), [1] model_name (GetThetaMatrixArgs attribute) (GetTopicModelArgs attribute) (InitializeModelArgs attribute) (SynchronizeModelArgs attribute) (ThetaMatrix attribute) modus_operandi (MasterComponentConfig attribute)

N

name (DictionaryConfig attribute) (ModelConfig attribute) (RegularizerConfig attribute) (ScoreConfig attribute) (ScoreData attribute) (Stream attribute) (TopicModel attribute) name() (artm.library.Dictionary method) (artm.library.Model method) (artm.library.Regularizer method) (artm.library.Score method) NetworkException node_connect_endpoint (MasterComponentConfig attribute) (MasterProxyConfig attribute) NodeController (C++ class) (class in artm.library)

NodeController::NodeController (C++ function) normalizer (PerplexityScore attribute) num_entries (TopTokensScore attribute) num_items_per_batch (CollectionParserConfig attribute) num_tokens (TopTokensScoreConfig attribute)

O

online_batch_processing (MasterComponentConfig attribute)

Overwrite() (artm.library.Model method)

P

ParseCollection (C++ function) ParseCollection() (artm.library.Library method) ParseCollectionOrLoadDictionary() (artm.library.Library method) PerplexityScoreConfig_Type_UnigramCollectionModel (in module artm.library) PerplexityScoreConfig_Type_UnigramDocumentModel (in module artm.library) polling_frequency (MasterProxyConfig attribute)

PrintThetaSnippetScore() (artm.library.Visualizers method) PrintTopTokensScore() (artm.library.Visualizers method) probability_mass_threshold (TopicKernelScoreConfig attribute) processor_queue_max_size (MasterComponentConfig attribute) processors_count (MasterComponentConfig attribute)

R

raw (PerplexityScore attribute) Reconfigure() (artm.library.Dictionary method) (artm.library.MasterComponent method) (artm.library.Model method) (artm.library.Regularizer method) Regularizer (C++ class) (class in artm.library) Regularizer::config (C++ function) Regularizer::mutable_config (C++ function) Regularizer::Reconfigure (C++ function) Regularizer::Regularizer (C++ function) regularizer_name (ModelConfig attribute) regularizer_tau (ModelConfig attribute) RegularizerConfig_Type_DecorrelatorPhi (in module artm.library)

RegularizerConfig_Type_DirichletPhi (in module artm.library) RegularizerConfig_Type_DirichletTheta (in module artm.library) RegularizerConfig_Type_SmoothSparsePhi (in module artm.library) RegularizerConfig_Type_SmoothSparseTheta (in module artm.library) RemoveDictionary() (artm.library.MasterComponent method) RemoveModel() (artm.library.MasterComponent method) RemoveRegularizer() (artm.library.MasterComponent method) RemoveScore() (artm.library.MasterComponent method) RemoveStream() (artm.library.MasterComponent method) reuse_theta (ModelConfig attribute)

S

SaveBatch (C++ function) SaveBatch() (artm.library.Library method) Score (class in artm.library) score_config (MasterComponentConfig attribute) score_name (GetScoreValueArgs attribute) (ModelConfig attribute) ScoreConfig_Type_ItemsProcessed (in module artm.library) ScoreConfig_Type_Perplexity (in module artm.library) ScoreConfig_Type_SparsityPhi (in module artm.library) ScoreConfig_Type_SparsityTheta (in module artm.library) ScoreConfig_Type_ThetaSnippet (in module artm.library) ScoreConfig_Type_TopicKernel (in module artm.library) ScoreConfig_Type_TopTokens (in module artm.library)

ScoreData_Type_ItemsProcessed (in module artm.library) ScoreData_Type_Perplexity (in module artm.library) ScoreData_Type_SparsityPhi (in module artm.library) ScoreData_Type_SparsityTheta (in module artm.library) ScoreData_Type_ThetaSnippet (in module artm.library) ScoreData_Type_TopicKernel (in module artm.library) ScoreData_Type_TopTokens (in module artm.library) stream (MasterComponentConfig attribute) stream_name (ItemsProcessedScoreConfig attribute) (ModelConfig attribute) (PerplexityScoreConfig attribute) (SparsityThetaScoreConfig attribute) (ThetaSnippetScoreConfig attribute) Stream_Type_Global (in module artm.library) Stream_Type_ItemIdModulus (in module artm.library) Synchronize() (artm.library.Model method)

T

target_folder (CollectionParserConfig attribute) title (Item attribute) token (Batch attribute) (GetTopicModelArgs attribute) (TopTokensScore attribute) (TopicModel attribute) token_count (DictionaryEntry attribute) token_weights (TopicModel attribute) topic_index (GetThetaMatrixArgs attribute) (TopTokensScore attribute) topic_name (DecorrelatorPhiConfig attribute) (GetThetaMatrixArgs attribute) (GetTopicModelArgs attribute) (ModelConfig attribute) (SmoothSparsePhiConfig attribute) (SmoothSparseThetaConfig attribute) (SparsityPhiScoreConfig attribute) (SparsityThetaScoreConfig attribute) (ThetaMatrix attribute) (TopTokensScore attribute) (TopTokensScoreConfig attribute) (TopicKernelScoreConfig attribute)

topics_count (ModelConfig attribute) (TopicModel attribute), [1] topics_count() (artm.library.Model method) total_items_count (DictionaryConfig attribute) total_token_count (DictionaryConfig attribute) total_tokens (SparsityPhiScore attribute) total_topics (SparsityThetaScore attribute) type (RegularizerConfig attribute) (ScoreConfig attribute) (ScoreData attribute) (Stream attribute)

U

use_random_theta (ModelConfig attribute)

use_sparse_bow (ModelConfig attribute)

V

value (DictionaryEntry attribute) (ItemsProcessedScore attribute) (PerplexityScore attribute) (SparsityPhiScore attribute) (SparsityThetaScore attribute) values (ThetaSnippetScore attribute)

Visualizers (class in artm.library) vocab_file_path (CollectionParserConfig attribute)

W

WaitIdle() (artm.library.MasterComponent method)

weight (TopTokensScore attribute)

Z

zero_tokens (SparsityPhiScore attribute) zero_topics (SparsityThetaScore attribute)

zero_words (PerplexityScore attribute)