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 |
| imports | assertthat , dbscan , methods , plotly , RColorBrewer , RcppAnnoy (>= 0.0.10) , Rtsne , shiny , shinyjs , shinythemes |
| suggests | covr , fastrtext , knitr , testthat |
| depends | R (>= 3.4) |
| Contributors |
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