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Facets

Facets

An open source visualization tool for machine learning datasets.

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Edits on 26 Apr 2019
Jude Gomila
Jude Gomila approved a suggestion from Golden's AI on 26 Apr 2019 6:10 pm
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Facets is an open source visualization tool for machine learningmachine learning and training data. It has two visualizations for understanding and analyzing machine learning datasets, Facets Overview and Facets Dive.

Edits on 14 Apr 2019
Jessica Karpinski
Jessica Karpinski edited on 14 Apr 2019 8:39 pm
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Edits on 21 Jan 2018
Melanie Manipula"added thumbnail"
Melanie Manipula edited on 21 Jan 2018 8:06 pm
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Facets

An open source visualization tool for machine learning datasets.

Edits on 20 Jan 2018
Melanie Manipula
Melanie Manipula edited on 20 Jan 2018 6:38 pm
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Facets

An open source visualization tool for machine learning datasets

Article

Facets is an open source visualization tool for machine learning and training data. It has two visualizations for understanding and analyzing machine learning datasets, Facets Overview and Facets Dive.



It provides users understanding of the distribution of values across the features of their datasets. Multiple datasets, such as a training set and a test set, can be compared on the same visualization. It analyzes features and visualizes the analysis.

Facets visualizations are implemented as Polymer web components and backed by Typescript code and can be easily embedded into Jupyter notebooks or webpages.



Melanie Manipula"Initial topic creation"
Melanie Manipula created this topic on 20 Jan 2018 6:17 pm
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 Facets

An open source visualization tool for machine learning datasets.

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