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 »
  • Whitepapers
  • Edit on GitHub

WhitepapersΒΆ

  • Enabling Basic BigARTM Regularizers
  • BigARTM as a Service
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© Copyright 2015, Konstantin Vorontsov.

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