awslabs / datawig

Imputation of missing values in tables.
Apache License 2.0
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Datawig-JS #138

Closed tdhd closed 4 years ago

tdhd commented 4 years ago

Description of changes:

This adds a Javascript port of Datawig. Datawig-JS is based on Tensorflow-JS and enables client-side missing value imputation for Excel files. The port includes an implementation of white-box interpretabilty (based on a method described in https://pubmed.ncbi.nlm.nih.gov/24239590/). Also, the prototype supports active learning workflows by iteratively tuning the underlying model with the provided data.

The code is a very early prototype.

Since this PR is adding a lot of .js and .css files, I recommend having a look at the diff of this commit.


By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.