Taylor Miller

PyPI

3

- I've cleaned up the README so that the .rst conversion works for PyPI. Why they still do not support markdown is beyond me. - Added some functions to help...

Update README.md for example consistency

1

I'm not sure this PR ever got completed. This PR from @achimkoh fixes issue #4 plot_generic_dependence_dictionary -> plot_dependencies total.get_compress_dictionary_into_key_median() -> total.median() plt.savefig -> fig.savefig

Utilities :: Stratified Sampling

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I created this code snippet doing some client work and it has been very helpful when I want to work with dataframes. It uses scikit-learn's `train_test_split()` and appears to be...

## Background This is how we should be communicating validation output.  ### Working code from client work ``` def plot_distributions(df, actual_col, prediction_col, pos_label='Y', neg_label='N',...

## TODO - [ ] merge master into 372 - [ ] resolve merge conflicts from https://github.com/HealthCatalyst/healthcareai-py/pull/467

Warn users for category levels/factors with infrequent usage

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## Example R Output ``` Warning messages: 1: In private$loadData() : Each of the following categorical variables has levels that occur 3 times or fewer: - MaritalStatusDSC : 3 levels...

convert impact_coding_on_a_single_column to transformer

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- [ ] convert to transformer - [ ] audit and increase tests if needed

Move developer/maintainer notes in README to another doc

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Move everything below "PyPI Package Creation and Updating" in the readme to another file

Break out DataFrame filters into separate modules

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filters.py is too big. Make a dataframe_filters module that has a separate file for each filters