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snorkel-team / snorkel

A system for quickly generating training data with weak supervision
https://snorkel.org
Apache License 2.0
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Generality of method and framework for application to time series data #864

Closed SemanticBeeng closed 5 years ago

SemanticBeeng commented 6 years ago

Do snorkel and data programming apply to data other than text? Anybody using them for time series data?

What would it take to adapt to other kinds of data?

What would be the steps to apply to time series use cases?

Is it just a matter of creating labeling functions specific for such data or are there things in implementation of snorkel that make it specific for text data?

Thanks

vjtrost88 commented 6 years ago

It seems this is currently unsupported - see here: https://github.com/HazyResearch/snorkel/issues/446

paroma commented 5 years ago

This is a great question and this is something we're interested in working on from the research angle! If you create labeling functions specific for time series data, you can currently use the Snorkel GenerativeModel to learn assign probabilistic training labels. Would love to hear how it works for you, closing this for now!