Visualizing Word Embeddings
This page hosts a Jupyter Notebook for visualizing word embeddings using t-SNE in sklearn and adjustText.
Downloads:
Example visualizations are below:
Please contact me with issues, bug reports, etc.
All materials on this page are released under CC0 1.0 Universal (public domain).
Back to my teaching materials.
This page hosts a Jupyter Notebook for visualizing word embeddings using t-SNE in sklearn and adjustText.
Downloads:
- wordembviz.zip: notebook for generating visualizations along with partial GloVe embedding files (24MB)
- wordembviz-glove.pdf: pdf visualization of GloVe embeddings
- wordembviz-glove-png.zip: zoomed-in parts of full visualization
- wordembviz-animated.zip: animated GIFs and PPTX for generating animations (22MB)
Example visualizations are below:
Please contact me with issues, bug reports, etc.
All materials on this page are released under CC0 1.0 Universal (public domain).Back to my teaching materials.