Add with_std, with_counts to create_table_one

lee-junseok commented 3 months ago

Proposed changes

A auxiliary function create_table_one currently generates a table of mean values in a string format of "{:.2f} ({:.2f})".format(x.mean(), x.std()) and a user cannot use the mean values directly from the output table along with SMD calculated.

Issue: https://github.com/uber/causalml/issues/747

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[ ] Bugfix (non-breaking change which fixes an issue)
[x] New feature (non-breaking change which adds functionality)
[ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
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jeongyoonlee commented 3 months ago

Thanks for your contribution, @lee-junseok. Currently, the linting test is failing. Can you run the latest black and update the PR? Thanks.

paullo0106 commented 3 months ago

@lee-junseok you can find the details in the failed log here. To fix the formatting error with black, you can check our contribution guide. Thanks

# move to the top directory of the causalml repository
$ cd causalml 
$ pip install -U black
$ black .

lee-junseok commented 2 months ago

Sorry for the delay. Addressed the issue and made it ready for review. Thank you!

uber / causalml