text2vec

Modern Text Mining Framework for R

CRAN Package

Fast and memory-friendly tools for text vectorization, topic modeling (LDA, LSA), word embeddings (GloVe), similarities. This package provides a source-agnostic streaming API, which allows researchers to perform analysis of collections of documents which are larger than available RAM. All core functions are parallelized to benefit from multicore machines.


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  • Depends1 package
  • Imports9 packages
  • Suggests8 packages
  • Linking To2 packages
  • Reverse Imports11 packages
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