Project Dense Vectors Representation of Texts on a 2D Plan

Display dense vector representation of texts on a 2D plan to better understand embeddings by observing the neighbors of a selected text. It also includes an interactive application to change dynamically the pivot text.


projector 0.0.2

  • Add save and load model functions
  • Add more parameters to interactive plots

projector 0.0.1

  • First release, can plot matrix of vectots with T-SNE or PCA
  • Interactive Shiny application to visualize neighbors of a vector

Reference manual

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0.0.2 by Michaël Benesty, a year ago

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Browse source code at

Authors: Michaël Benesty [aut, cre, cph]

Documentation:   PDF Manual  

MIT + file LICENSE license

Imports methods, RcppAnnoy, Rtsne, RColorBrewer, dbscan, plotly, assertthat, shiny, shinythemes, shinyjs

Suggests knitr, testthat, fastrtext, covr

See at CRAN