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Add correlations to TFDV #134

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ianhellstrom opened this issue May 16, 2019 · 3 comments
Closed

Add correlations to TFDV #134

ianhellstrom opened this issue May 16, 2019 · 3 comments
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@ianhellstrom
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TensorFlow Data Validation is a great tool to look at the data. One feature that might make it even better is if it would also compute correlations among the variables, so that if two variables are highly correlated you can avoid multicollinearities by dropping one of the correlated variables. Having that available in the facets visualization would make it easier to spot issues with the data.

@gowthamkpr gowthamkpr self-assigned this May 16, 2019
@gowthamkpr
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@ianhellstrom Thank you for the recommendation. Can you please post the issue here as this issue is more suited to the TFDV repository. Thanks!

@ianhellstrom
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See: tensorflow/data-validation#66

Feel free to close the issue here.

@gowthamkpr
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Thank you @ianhellstrom I'm closing this issue as a new issue has been created in TFDV Repository.

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