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Feat/target feat analysis #889

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@devinllu devinllu commented Apr 21, 2022

Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Added target feature analysis referenced from sweetviz. Given user input of a numerical target column name, the function will show a visual comparison against all other columns.

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

Manual tests on Jupyter notebook.

Snapshots:

Include snapshots for easier review.

Screen Shot 2022-04-21 at 4 44 03 PM

Checklist:

  • My code follows the style guidelines of this project
  • I have already squashed the commits and make the commit message conform to the project standard.
  • I have already marked the commit with "BREAKING CHANGE" or "Fixes #" if needed.
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • My changes generate no new warnings
  • I have added tests that prove my fix is effective or that my feature works
  • New and existing unit tests pass locally with my changes
  • Any dependent changes have been merged and published in downstream modules

@devinllu devinllu force-pushed the feat/target_feat_analysis branch from 5f5ba73 to 0b801fa Compare April 22, 2022 20:55
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