Wolfram Language Paclet Repository
Community-contributed installable additions to the Wolfram Language
Latent semantic analysis pipeline functions
A monadic pipeline is a way to navigate computations in monad's function space. The unit function and the setter functions "uplift" data into monad's space. The taker functions "download" data from monad's space. The central -- and most computationally intensive -- functions are the document-term creation functions and the topic extraction function. Variety of use cases are addressed with the rest of the functions.
Fundamental
LSAMon
LSAMonUnit
$LSAMonFailure
LSAMonUnitQ
LSAMonBind
Droppers
LSAMonDropFromContext
Echoers
LSAMonEcho
LSAMonEchoContext
LSAMonEchoFunctionContext
LSAMonEchoFunctionValue
LSAMonEchoValue
Setters
LSAMonSetContext
LSAMonSetValue
Takers
LSAMonTakeContext
LSAMonTakeMatrix
LSAMonTakeTexts
LSAMonTakeValue
LSAMonTakeWeightedMatrix
Preliminary
LSAMonMakeDocumentTermMatrix
LSAMonEchoDocumentsStatistics
LSAMonEchoDocumentTermMatrixStatistics
LSAMonApplyTermWeightFunctions
Topics and thesauri extraction
LSAMonExtractTopics
LSAMonExtractStatisticalThesaurus
LSAMonEchoTopicsTable
LSAMonEchoStatisticalThesaurusTable
LSAMonMakeTopicsTable
Representations
LSAMonRepresentByTerms
LSAMonRepresentByTopics
LSAMonRepresentDocumentTagsByTopics
LSAMonMakeBipartiteGraphMatrix
LSAMonMakeGraph
Document-term matrix
DocumentTermMatrix
DocumentTermMatrixSSparseMatrix
ToBagOfWords
ApplyGlobalTermFunction
ApplyLocalTermFunction
ApplyNormalizationFunction
GlobalTermFunctionWeights
GlobalTermWeight
WeightTerms
WeightTermsOfSSparseMatrix
Additional
FindMostImportantSentences
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