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Retain column names from input dataframes/series #337

Merged
merged 6 commits into from
Dec 16, 2020
Merged

Retain column names from input dataframes/series #337

merged 6 commits into from
Dec 16, 2020

Commits on Dec 16, 2020

  1. Retain column names from input dataframes/series 

    Functions like `cate_feature_names`, `summary`, `population_summary`
display the input column names if inputs are pandas DataFrames or
Series.
In this commit:
* changed cate_estimator, ortho_learner and inference classes to set
  input names upon fit
* moved input verification to the base class for some estimators
* modified customer scenario notebooks to reflect changes
* added tests
    Miruna Oprescu committed Dec 16, 2020
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  2. Change input names, clean up code.

    Miruna Oprescu committed Dec 16, 2020
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  3. Fixed PR bugs and refactored code into a more clean version

    Miruna Oprescu committed Dec 16, 2020
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  4. Update econml/cate_estimator.py 

    Co-authored-by: Keith Battocchi <[email protected]>
    @moprescu @kbattocchi
    2 people authored and Miruna Oprescu committed Dec 16, 2020
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  5. Update econml/inference.py 

    Co-authored-by: Keith Battocchi <[email protected]>
    @moprescu @kbattocchi
    2 people authored and Miruna Oprescu committed Dec 16, 2020
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  6. Addressed PR comments

    Miruna Oprescu committed Dec 16, 2020
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