BigARTM
v0.9.0
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Index
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Index
_
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A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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Z
_
__init__() (artm.ARTM method)
(artm.BackgroundTokensRatioScore method)
(artm.BatchVectorizer method)
(artm.BitermsPhiRegularizer method)
(artm.ClassPrecisionScore method)
(artm.DecorrelatorPhiRegularizer method)
(artm.Dictionary method)
(artm.HierarchySparsingThetaRegularizer method)
(artm.ImproveCoherencePhiRegularizer method)
(artm.ItemsProcessedScore method)
(artm.KlFunctionInfo method)
(artm.LDA method)
(artm.LabelRegularizationPhiRegularizer method)
(artm.MasterComponent method)
(artm.NetPlsaPhiRegularizer method)
(artm.PerplexityScore method)
(artm.SmoothPtdwRegularizer method)
(artm.SmoothSparsePhiRegularizer method)
(artm.SmoothSparseThetaRegularizer method)
(artm.SmoothTimeInTopicsPhiRegularizer method)
(artm.SparsityPhiScore method)
(artm.SparsityThetaScore method)
(artm.SpecifiedSparsePhiRegularizer method)
(artm.ThetaSnippetScore method)
(artm.TopTokensScore method)
(artm.TopicKernelScore method)
(artm.TopicMassPhiScore method)
(artm.TopicSegmentationPtdwRegularizer method)
(artm.TopicSelectionThetaRegularizer method)
(artm.hARTM method)
(artm.score_tracker.BackgroundTokensRatioScoreTracker method)
(artm.score_tracker.ClassPrecisionScoreTracker method)
(artm.score_tracker.ItemsProcessedScoreTracker method)
(artm.score_tracker.PerplexityScoreTracker method)
(artm.score_tracker.SparsityPhiScoreTracker method)
(artm.score_tracker.SparsityThetaScoreTracker method)
(artm.score_tracker.ThetaSnippetScoreTracker method)
(artm.score_tracker.TopTokensScoreTracker method)
(artm.score_tracker.TopicKernelScoreTracker method)
(artm.score_tracker.TopicMassPhiScoreTracker method)
A
add_level() (artm.hARTM method)
alpha_iter (SmoothSparseThetaConfig attribute)
apply_weight (SynchronizeModelArgs attribute)
ARTM (class in artm)
artm (module)
,
[1]
,
[2]
,
[3]
,
[4]
,
[5]
,
[6]
,
[7]
artm.score_tracker (module)
artm::Dictionary (C++ class)
artm::Dictionary::config (C++ function)
artm::Dictionary::Dictionary (C++ function)
artm::Dictionary::name (C++ function)
artm::Dictionary::Reconfigure (C++ function)
artm::LoadBatch (C++ function)
artm::LoadDictionary (C++ function)
artm::MasterComponent (C++ class)
artm::MasterComponent::AddBatch (C++ function)
artm::MasterComponent::config (C++ function)
artm::MasterComponent::GetScoreAs<T> (C++ function)
artm::MasterComponent::GetThetaMatrix (C++ function)
,
[1]
artm::MasterComponent::GetTopicModel (C++ function)
,
[1]
artm::MasterComponent::InvokeIteration (C++ function)
artm::MasterComponent::MasterComponent (C++ function)
artm::MasterComponent::mutable_config (C++ function)
artm::MasterComponent::Reconfigure (C++ function)
artm::MasterComponent::WaitIdle (C++ function)
artm::Model (C++ class)
artm::Model::config (C++ function)
artm::Model::Export (C++ function)
artm::Model::Import (C++ function)
artm::Model::Initialize (C++ function)
artm::Model::Model (C++ function)
artm::Model::mutable_config (C++ function)
artm::Model::name (C++ function)
artm::Model::Overwrite (C++ function)
artm::Model::Reconfigure (C++ function)
artm::Model::Synchronize (C++ function)
,
[1]
artm::ParseCollection (C++ function)
artm::Regularizer (C++ class)
artm::Regularizer::config (C++ function)
artm::Regularizer::mutable_config (C++ function)
artm::Regularizer::Reconfigure (C++ function)
artm::Regularizer::Regularizer (C++ function)
artm::SaveBatch (C++ function)
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_STILL_WORKING (C macro)
ARTM_SUCCESS (C macro)
ArtmGetLastErrorMessage (C function)
attach_model() (artm.MasterComponent method)
average_kernel_contrast (TopicKernelScore attribute)
average_kernel_purity (TopicKernelScore attribute)
average_kernel_size (TopicKernelScore attribute)
B
BackgroundTokensRatioScore (class in artm)
BackgroundTokensRatioScoreTracker (class in artm.score_tracker)
batch (AddBatchArgs attribute)
(GetScoreValueArgs attribute)
(GetThetaMatrixArgs attribute)
batch_file_name (AddBatchArgs attribute)
batch_size (artm.BatchVectorizer attribute)
batches_ids (artm.BatchVectorizer attribute)
batches_list (artm.BatchVectorizer attribute)
BatchVectorizer (class in artm)
BitermsPhiRegularizer (class in artm)
C
cache_theta (MasterComponentConfig attribute)
class_id (Batch attribute)
(DecorrelatorPhiConfig attribute)
(DictionaryEntry attribute)
(GetTopicModelArgs attribute)
(LabelRegularizationPhiConfig attribute)
(ModelConfig attribute)
(SmoothSparsePhiConfig attribute)
(SparsityPhiScoreConfig attribute)
(TopTokensScoreConfig attribute)
(TopicKernelScoreConfig attribute)
(TopicModel attribute)
class_weight (ModelConfig attribute)
ClassPrecisionScore (class in artm)
ClassPrecisionScoreTracker (class in artm.score_tracker)
clean_cache (GetThetaMatrixArgs attribute)
clear_score_array_cache() (artm.MasterComponent method)
clear_score_cache() (artm.MasterComponent method)
clear_theta_cache() (artm.MasterComponent method)
clone() (artm.ARTM method)
(artm.LDA method)
(artm.hARTM method)
compact_batches (MasterComponentConfig attribute)
config (RegularizerConfig attribute)
(ScoreConfig attribute)
cooccurrence_file_name (CollectionParserConfig attribute)
cooccurrence_token (CollectionParserConfig attribute)
create() (artm.Dictionary method)
create_dictionary() (artm.MasterComponent method)
create_regularizer() (artm.MasterComponent method)
create_score() (artm.MasterComponent method)
D
data (ScoreData attribute)
data_path (artm.BatchVectorizer attribute)
decay_weight (SynchronizeModelArgs attribute)
DecorrelatorPhiRegularizer (class in artm)
del_level() (artm.hARTM method)
description (Batch attribute)
dictionary (artm.BatchVectorizer attribute)
Dictionary (class in artm)
dictionary_file_name (CollectionParserConfig attribute)
dictionary_name (InitializeModelArgs attribute)
(LabelRegularizationPhiConfig attribute)
(SmoothSparsePhiConfig attribute)
disk_cache_path (MasterComponentConfig attribute)
disk_path (InvokeIterationArgs attribute)
(MasterComponentConfig attribute)
dispose() (artm.ARTM method)
(artm.hARTM method)
docword_file_path (CollectionParserConfig attribute)
dump_artm_model() (artm.ARTM method)
E
enabled (ModelConfig attribute)
entry (DictionaryConfig attribute)
eps (GetThetaMatrixArgs attribute)
(GetTopicModelArgs attribute)
(SparsityPhiScoreConfig attribute)
(SparsityThetaScoreConfig attribute)
(TopicKernelScoreConfig attribute)
export_dictionary() (artm.MasterComponent method)
export_model() (artm.MasterComponent method)
export_score_tracker() (artm.MasterComponent method)
F
field (Item attribute)
field_name (ItemsProcessedScoreConfig attribute)
(ModelConfig attribute)
(PerplexityScoreConfig attribute)
(SparsityThetaScoreConfig attribute)
(ThetaSnippetScoreConfig attribute)
file_name (ExportModelArgs attribute)
(ImportModelArgs attribute)
filter() (artm.Dictionary method)
filter_dictionary() (artm.MasterComponent method)
fit_offline() (artm.ARTM method)
(artm.LDA method)
(artm.MasterComponent method)
(artm.hARTM method)
fit_online() (artm.ARTM method)
(artm.LDA method)
(artm.MasterComponent method)
format (CollectionParserConfig attribute)
G
gather() (artm.Dictionary method)
gather_dictionary() (artm.MasterComponent method)
get_dictionary() (artm.MasterComponent method)
get_info() (artm.MasterComponent method)
get_level() (artm.hARTM method)
get_phi() (artm.ARTM method)
(artm.hARTM method)
get_phi_dense() (artm.ARTM method)
get_phi_info() (artm.MasterComponent method)
get_phi_matrix() (artm.MasterComponent method)
get_phi_sparse() (artm.ARTM method)
get_score() (artm.ARTM method)
(artm.MasterComponent method)
get_score_array() (artm.MasterComponent method)
get_theta() (artm.ARTM method)
(artm.LDA method)
(artm.hARTM method)
get_theta_info() (artm.MasterComponent method)
get_theta_matrix() (artm.MasterComponent method)
get_theta_sparse() (artm.ARTM method)
get_top_tokens() (artm.LDA method)
H
hARTM (class in artm)
HierarchySparsingThetaRegularizer (class in artm)
I
id (Batch attribute)
(Item attribute)
import_batches() (artm.MasterComponent method)
import_dictionary() (artm.MasterComponent method)
import_model() (artm.MasterComponent method)
import_score_tracker() (artm.MasterComponent method)
ImproveCoherencePhiRegularizer (class in artm)
info (artm.ARTM attribute)
initialize() (artm.ARTM method)
(artm.LDA method)
initialize_model() (artm.MasterComponent method)
inner_iterations_count (ModelConfig attribute)
internals (TopicModel attribute)
invoke_regularizers (SynchronizeModelArgs attribute)
item (Batch attribute)
item_count (ThetaSnippetScoreConfig attribute)
item_id (ThetaMatrix attribute)
(ThetaSnippetScore attribute)
(ThetaSnippetScoreConfig attribute)
item_title (ThetaMatrix attribute)
item_weights (ThetaMatrix attribute)
items_count (DictionaryEntry attribute)
ItemsProcessedScore (class in artm)
ItemsProcessedScoreTracker (class in artm.score_tracker)
iterations_count (InvokeIterationArgs attribute)
K
kernel_contrast (TopicKernelScore attribute)
kernel_purity (TopicKernelScore attribute)
kernel_size (TopicKernelScore attribute)
key_token (DictionaryEntry attribute)
KlFunctionInfo (class in artm)
L
LabelRegularizationPhiRegularizer (class in artm)
LDA (class in artm)
library_version (artm.ARTM attribute)
(artm.hARTM attribute)
load() (artm.ARTM method)
(artm.Dictionary method)
(artm.LDA method)
(artm.hARTM method)
load_text() (artm.Dictionary method)
M
MasterComponent (class in artm)
merge_model() (artm.MasterComponent method)
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.FloatArray (built-in class)
messages_pb2.InitializeModelArgs (built-in class)
messages_pb2.IntArray (built-in class)
messages_pb2.Item (built-in class)
messages_pb2.ItemsProcessedScore (built-in class)
messages_pb2.ItemsProcessedScoreConfig (built-in class)
messages_pb2.LabelRegularizationPhiConfig (built-in class)
messages_pb2.MasterComponentConfig (built-in class)
messages_pb2.ModelConfig (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_name (ExportModelArgs attribute)
(GetScoreValueArgs attribute)
(GetThetaMatrixArgs attribute)
(GetTopicModelArgs attribute)
(ImportModelArgs attribute)
(InitializeModelArgs attribute)
(SynchronizeModelArgs attribute)
(ThetaMatrix attribute)
N
name (DictionaryConfig attribute)
(ModelConfig attribute)
(RegularizerConfig attribute)
(ScoreConfig attribute)
(ScoreData attribute)
(Stream attribute)
(TopicModel attribute)
NetPlsaPhiRegularizer (class in artm)
normalize_model() (artm.MasterComponent method)
normalizer (PerplexityScore attribute)
num_batches (artm.BatchVectorizer attribute)
num_entries (TopTokensScore attribute)
num_items_per_batch (CollectionParserConfig attribute)
num_tokens (TopTokensScoreConfig attribute)
O
online_batch_processing (MasterComponentConfig attribute)
operation_type (TopicModel attribute)
opt_for_avx (ModelConfig attribute)
P
PerplexityScore (class in artm)
PerplexityScoreTracker (class in artm.score_tracker)
probability_mass_threshold (TopicKernelScoreConfig attribute)
process_batches() (artm.MasterComponent method)
process_in_memory (artm.BatchVectorizer attribute)
processor_queue_max_size (MasterComponentConfig attribute)
processors_count (MasterComponentConfig attribute)
R
raw (PerplexityScore attribute)
reconfigure() (artm.MasterComponent method)
reconfigure_regularizer() (artm.MasterComponent method)
reconfigure_score() (artm.MasterComponent method)
reconfigure_topic_name() (artm.MasterComponent method)
regularize_model() (artm.MasterComponent method)
regularizer_name (ModelConfig attribute)
regularizer_tau (ModelConfig attribute)
remove_batch() (artm.MasterComponent method)
remove_theta() (artm.ARTM method)
(artm.LDA method)
request_type (GetTopicModelArgs attribute)
reset_scores (AddBatchArgs attribute)
(InvokeIterationArgs attribute)
reshape_topics() (artm.ARTM method)
reuse_theta (ModelConfig attribute)
S
save() (artm.ARTM method)
(artm.Dictionary method)
(artm.LDA method)
(artm.hARTM method)
save_text() (artm.Dictionary method)
score_config (MasterComponentConfig attribute)
score_name (GetScoreValueArgs attribute)
(ModelConfig attribute)
SmoothPtdwRegularizer (class in artm)
SmoothSparsePhiRegularizer (class in artm)
SmoothSparseThetaRegularizer (class in artm)
SmoothTimeInTopicsPhiRegularizer (class in artm)
SparsityPhiScore (class in artm)
SparsityPhiScoreTracker (class in artm.score_tracker)
SparsityThetaScore (class in artm)
SparsityThetaScoreTracker (class in artm.score_tracker)
SpecifiedSparsePhiRegularizer (class in artm)
stream (MasterComponentConfig attribute)
stream_name (ItemsProcessedScoreConfig attribute)
(ModelConfig attribute)
(PerplexityScoreConfig attribute)
(SparsityThetaScoreConfig attribute)
(ThetaSnippetScoreConfig attribute)
T
target_folder (CollectionParserConfig attribute)
theta_sparsity_value (PerplexityScore attribute)
ThetaSnippetScore (class in artm)
ThetaSnippetScoreTracker (class in artm.score_tracker)
timeout_milliseconds (AddBatchArgs attribute)
(WaitIdleArgs 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)
(ThetaMatrix attribute)
(TopTokensScore attribute)
(TopicModel attribute)
topic_name (DecorrelatorPhiConfig attribute)
(GetThetaMatrixArgs attribute)
(GetTopicModelArgs attribute)
(LabelRegularizationPhiConfig attribute)
(ModelConfig attribute)
(SmoothSparsePhiConfig attribute)
(SmoothSparseThetaConfig attribute)
(SparsityPhiScoreConfig attribute)
(SparsityThetaScoreConfig attribute)
(ThetaMatrix attribute)
(TopTokensScore attribute)
(TopTokensScoreConfig attribute)
(TopicKernelScoreConfig attribute)
(TopicModel attribute)
topic_names (artm.ARTM attribute)
TopicKernelScore (class in artm)
TopicKernelScoreTracker (class in artm.score_tracker)
TopicMassPhiScore (class in artm)
TopicMassPhiScoreTracker (class in artm.score_tracker)
topics_count (ModelConfig attribute)
(ThetaMatrix attribute)
(TopicModel attribute)
TopicSegmentationPtdwRegularizer (class in artm)
TopicSelectionThetaRegularizer (class in artm)
TopTokensScore (class in artm)
TopTokensScoreTracker (class in artm.score_tracker)
total_items_count (DictionaryConfig attribute)
total_token_count (DictionaryConfig attribute)
total_tokens (SparsityPhiScore attribute)
total_topics (SparsityThetaScore attribute)
transform() (artm.ARTM method)
(artm.LDA method)
(artm.MasterComponent method)
(artm.hARTM method)
transform_sparse() (artm.ARTM method)
type (RegularizerConfig attribute)
(ScoreConfig attribute)
(ScoreData attribute)
(Stream attribute)
U
use_new_tokens (ModelConfig attribute)
use_random_theta (ModelConfig attribute)
use_sparse_bow (ModelConfig attribute)
use_sparse_format (GetThetaMatrixArgs attribute)
(GetTopicModelArgs attribute)
use_unity_based_indices (CollectionParserConfig attribute)
V
value (DictionaryEntry attribute)
(ItemsProcessedScore attribute)
(PerplexityScore attribute)
(SparsityPhiScore attribute)
(SparsityThetaScore attribute)
values (ThetaSnippetScore attribute)
vocab_file_path (CollectionParserConfig attribute)
W
weight (TopTokensScore attribute)
weights (artm.BatchVectorizer attribute)
Z
zero_tokens (SparsityPhiScore attribute)
zero_topics (SparsityThetaScore attribute)
zero_words (PerplexityScore attribute)
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v: v0.9.0
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