BigARTM
Introduction
Downloads
Tutorials
Basic BigARTM tutorial for Windows users
Download
Running BigARTM from command line
Configure BigARTM Python API
Running BigARTM from Python API
Basic BigARTM tutorial for Linux and Mac OS-X users
Download sources and build
Running BigARTM from command line
Configure BigARTM Python API
Troubleshooting
BigARTM on Travis-CI
Typical python example
Parse collection
MasterComponent
Configure Topic Model
Invoke Iterations
Retrieve and visualize scores
Whitepapers
Enabling Basic BigARTM Regularizers
BigARTM as a Service
BigARTM FAQ
Can I use BigARTM from other programming languages (not Python)?
How to retrieve Theta matrix from BigARTM
BigARTM Developer’s Guide
Downloads (Windows)
Source code
Build C++ code on Windows
Python code on Windows
Build C++ code on Linux
Compiling .proto files on Windows
Code style
Intel Math Kernel Library
BigARTM Reference
BigARTM: The Algorithm Under The Hood
Messages
DoubleArray
FloatArray
BoolArray
IntArray
Item
Field
Batch
Stream
MasterComponentConfig
ModelConfig
RegularizerConfig
SmoothSparseThetaConfig
SmoothSparsePhiConfig
DecorrelatorPhiConfig
LabelRegularizationPhiConfig
RegularizerInternalState
DictionaryConfig
DictionaryEntry
ScoreConfig
ScoreData
PerplexityScoreConfig
PerplexityScore
SparsityThetaScoreConfig
SparsityThetaScore
SparsityPhiScoreConfig
SparsityPhiScore
ItemsProcessedScoreConfig
ItemsProcessedScore
TopTokensScoreConfig
TopTokensScore
ThetaSnippetScoreConfig
ThetaSnippetScore
TopicKernelScoreConfig
TopicKernelScore
TopicModel
ThetaMatrix
CollectionParserConfig
SynchronizeModelArgs
InitializeModelArgs
GetTopicModelArgs
GetThetaMatrixArgs
GetScoreValueArgs
AddBatchArgs
InvokeIterationArgs
WaitIdleArgs
ExportModelArgs
ImportModelArgs
Python Interface
Library
MasterComponent
Model
Regularizer
Score
Dictionary
Visualizers
Exceptions
Constants
Plain C interface of BigARTM
Introduction
ArtmCreateMasterComponent
ArtmReconfigureMasterComponent
ArtmDisposeMasterComponent
ArtmCreateModel
ArtmReconfigureModel
ArtmDisposeModel
ArtmCreateRegularizer
ArtmReconfigureRegularizer
ArtmDisposeRegularizer
ArtmCreateDictionary
ArtmReconfigureDictionary
ArtmDisposeDictionary
ArtmAddBatch
ArtmInvokeIteration
ArtmSynchronizeModel
ArtmInitializeModel
ArtmExportModel
ArtmImportModel
ArtmWaitIdle
ArtmOverwriteTopicModel
ArtmRequestThetaMatrix
ArtmRequestTopicModel
ArtmRequestRegularizerState
ArtmRequestScore
ArtmRequestParseCollection
ArtmRequestLoadDictionary
ArtmRequestLoadBatch
ArtmCopyRequestResult
ArtmSaveBatch
ArtmGetLastErrorMessage
Error codes
C++ interface
MasterComponent
Model
Regularizer
Dictionary
Utility methods
BigARTM command line utility
Windows distribution
Release Notes
BigARTM v0.7.0 Release notes
New-style models
Network modus operandi is removed
Coherence regularizer and scores (experimental)
BigARTM v0.7.1 Release notes
BigARTM notebooks
ArtmModel
Coding Phi-regularizers in Python code
Other changes
Breaking changes
Publications
Legacy documentation pages
Tutorial
BigARTM
Docs
»
Welcome to BigARTM’s documentation!
Edit on GitHub
Welcome to BigARTM’s documentation!
¶
Introduction
Downloads
Tutorials
Basic BigARTM tutorial for Windows users
Basic BigARTM tutorial for Linux and Mac OS-X users
Typical python example
Whitepapers
Enabling Basic BigARTM Regularizers
BigARTM as a Service
BigARTM FAQ
Can I use BigARTM from other programming languages (not Python)?
How to retrieve Theta matrix from BigARTM
BigARTM Developer’s Guide
Downloads (Windows)
Source code
Build C++ code on Windows
Python code on Windows
Build C++ code on Linux
Compiling .proto files on Windows
Code style
Intel Math Kernel Library
BigARTM Reference
BigARTM: The Algorithm Under The Hood
Messages
Python Interface
Plain C interface of BigARTM
C++ interface
BigARTM command line utility
Windows distribution
Release Notes
BigARTM v0.7.0 Release notes
BigARTM v0.7.1 Release notes
Publications
Legacy documentation pages
Tutorial
Indices and tables
¶
Index
Module Index
Search Page