Re:Snorkel AI: Putting Data First in ML Development
by mactournier on Thursday July 16, 2020 @01:38AM
(#23856131)
They totally ignored the open source package in their site.
https://github.com/snorkel-team/snorkel
Moreover, based on the commit history in github, and their README.md , my understanding is that they will stop supporting their open source repo. Best of luck for them.
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Re:Snorkel AI: Putting Data First in ML Development
by kmax12 on Thursday July 16, 2020 @07:26AM
(#23857829)
If anyone is looking for an open source library in this space, I work on one called Compose (https://github.com/FeatureLabs/compose).
With compose, a user defines a labeling function, and then compose scans the historical data looking for training examples to train a machine learning model.
The library has evolved as we apply it to more and more real world use cases, but it is based on approach in this paper from 2016: https://dai.lids.mit.edu/wp-content/uploads/2016/08/07796929....
Re:Snorkel AI: Putting Data First in ML Development
by eggie5 on Thursday July 16, 2020 @10:47AM
(#23859506)
can you do multi-label w/ Compose? Snorkel only supports single-label.
Re:Snorkel AI: Putting Data First in ML Development
by jeff-hernandez on Thursday July 16, 2020 @01:05PM
(#23861041)
Yes, you can represent the labeling function as a class and use its methods to represent each label individually.
Re:Snorkel AI: Putting Data First in ML Development
by eggie5 on Thursday July 16, 2020 @08:09AM
(#23858150)
To that end the OS project will remain: https://spectrum.chat/snorkel/general/announcing-snorkel-flo...