# 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 No Results!