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by ajratner
2159 days ago
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Yup! The LFs can also actually be correlated- just not too correlated (roughly, think of needing at least three mostly uncorrelated cliques, to be precise). Part of the high level description, though, is that a lot of different parts and lines of work are integrated into Snorkel Flow beyond just this original programmatic labeling idea. So also programmatic operators for data augmentation, "slicing" or partitioning of data, and the overall end-to-end platform (UI + SDK) supporting iterative development of ML models via this paradigm of programmatic training data. |
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