projector v0.0.2

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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.

Functions in projector

Name Description
plot_texts Plot vectors on a 2D plan
retrieve_neighbors Retrieve a list of neighbor vectors
interactive_embedding_exploration Interactive exploration of embeddings
load_annoy_model Load RcppAnnoy model
get_coordinates Compute 2D coordinates of vectors
get_coordinates_pca Compute 2D coordinates using PCA
get_coordinates_tsne Compute 2D coordinates using T-SNE
get_neighbors Retrieve the most closest vector representation
save_annoy_model Save RcppAnnoy model
center_coordinates Center coordinates around the pivot vector
get_annoy_model Build Annoy model
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Details

Date 2018-02-27
URL https://github.com/pommedeterresautee/projector
BugReports https://github.com/pommedeterresautee/projector/issues
License MIT + file LICENSE
Encoding UTF-8
LazyData true
RoxygenNote 6.0.1
NeedsCompilation no
Packaged 2018-02-27 13:56:52 UTC; geantvert
Repository CRAN
Date/Publication 2018-02-27 14:11:58 UTC

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