/embeddings_visualizer

A Python library for interactive visualization of word embeddings with support for Jupyter notebooks.

Primary LanguageJupyter Notebook

This functions allow visualization of word embeddings in 2D or 3D spaces in iPython Notebooks. Some interactive features similar to Tensorflow's Embeddings Projector are implemented.

Sample word vectors generated from Glove are included.

It can show a 2D mapping that can zoom in to a neighborhood in 2D or 3D by clicking: 2D to 3D

It can also show 3D mappings that you can free rotate an zoom in to: 3D to 3D