![Cover image for [New Repo] Python library for rapid annotation of data](https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fi%2Fjcocdhpilm6drwgtzei6.gif)
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The idea is to use dimensionality reduction to put your dataset on a 2D interface, render it interactively with Bokeh, and add Python callbacks to enable all kinds of tricks.
The demo above showcases a simple active learning process where you can annotate a number of texts at a time first, then narrow down to finer scales wherever your model gets confused.
Top comments (5)
There should be a gif in the post. Let me know if it renders for you!
Just updated the cover image.
Update 0.3.2 is available. Come check it out!
Binder examples available!
Comments, requests, and criticism (or storm, earth, and fire?), heed my call!