Comments (6)
@thodrek could you please provide any guidance on the above question?
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Any update on that? Would be really interested, too.
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@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.
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We are preparing a release that handles mixed categorical and numerical. Itβs in dev currently and soon to be pushed in master.
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The latest version on master handles both continuous and discrete values.
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@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?
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Related Issues (20)
- Documents for defining constraints HOT 2
- pos_values df in memory
- How to incorporate external knowledge HOT 1
- Factor graph models HOT 1
- Table cell_distr is either empty or does not exist HOT 1
- Is there any example code for flight dataset? HOT 1
- Compatibility
- Boolean value TypeError in start_example.sh script
- Datasets and Constraint files
- translation of simple DCs with a constant to SQL queries not working
- [ci] run unit tests in travis HOT 1
- implement single tuple constraints HOT 1
- Correlation for categorical columns HOT 1
- doubt about featurizer tensor size HOT 1
- branch: best branch for testing purposes HOT 3
- Training and Inferring in different datasets
- Confused active attributes returned if not running detect_errors before generate domain HOT 1
- Example that does not use postgres HOT 1
- unable to process large data set of Food inspections. HOT 3
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