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They totally ignored the open source package in their site. https://github.com/snorkel-team/snorkel https://github.com/snorkel-team/snorkel Moreover, based on
by mactournier 6y ago
They totally ignored the open source package in their site.
https://github.com/snorkel-team/snorkel 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.
- kmax12 6y agoIf anyone is looking for an open source library in this space, I work on one called Compose (https://github.com/FeatureLabs/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.pdf https://dai.lids.mit.edu/wp-content/uploads/2016/08/07796929....
- eggie5 6y agocan you do multi-label w/ Compose? Snorkel only supports single-label.
- jeff-hernandez 6y agoYes, you can represent the labeling function as a class and use its methods to represent each label individually.
- eggie5 6y agoTo that end the OS project will remain: https://spectrum.chat/snorkel/general/announcing-snorkel-flow~b4a97686-709a-4d46-99f5-4f665e5c989b https://spectrum.chat/snorkel/general/announcing-snorkel-flo...