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Using HoloClean for creating labels on tabular numerical datasets #45
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@thodrek could you please provide any guidance on the above question? |
Any update on that? Would be really interested, too. |
@thodrek Any update on using HoloClean for tabular data with examples? I have a project I would like to do with HoloClean and would be greatly interested in some examples on how to use it. |
We are preparing a release that handles mixed categorical and numerical. It’s in dev currently and soon to be pushed in master. |
The latest version on master handles both continuous and discrete values. |
@thodrek Thank you for the reply. One more question though. How should we approach a data labeling problem? If my understanding is correct, the initial value of a sample's label is kind of a 'prior' (in a loose sense) to its final value (after error correction). Is that correct? If so, how should I initially set the values of the labels? Could I just set them to the same value and let HoloClean sort this out utilizing the constraints? |
@thodrek Following up on this issue from snorkel (snorkel-team/snorkel#803), I was wondering if there are any examples on how I can use HoloClean to create labels for tabular numerical datasets with the help of labelling functions.
Any guidance would be really appreciated.
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