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The former project is a python package that labels your data using a weak supervision technique. It's not just a pipeline, it's a sophisticated algorithm that h
by eggie5 6y ago
The former project is a python package that labels your data using a weak supervision technique. It's not just a pipeline, it's a sophisticated algorithm that helps combine multiple competing labeling functions by removing reweighing based on correlations vs a naive majority-voting scheme.
When you look at ML models as commodities and the fact that you spend most of your time getting data, cleaning data or labeling data it leads to what they call Data Programming. I imagine this will be a UI where you can manage your dataset, by monitoring something they call Critical Slices.