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WIP: having exhaustive feature selector take a custom iterator as input #834

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WIP: having exhaustive feature selector take a custom iterator as input #834

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Commits on Jun 22, 2021

  1. WIP: having exhaustive feature selector take a custom iterator as input

    @jonathan-taylor
    jonathan-taylor committed Jun 22, 2021
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Commits on Oct 5, 2021

  1. WIP: generic feature selector added; includes both exhaustive and seq… 

    …uential as special cases; allows for categorical variables
    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  2. using a named tuple to describe the search strategy

    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  3. utilities for extracting columns from a matrix or dataframe

    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  4. reverting exhaustive to previous version

    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  5. Merge pull request #1 from jonathan-taylor/categorical_features 

    Generic feature selector with categorical features and pd.DataFrame support
    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  6. reverting tests to previous version

    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  7. using _get_column with optional iloc for all direct column access

    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  8. some lint cleanup

    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  9. added postprocess as part of strategy; implemented a parsimonious ver… 

    …sion (1sd rule)
    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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  10. making a new module for search strategy

    @jonathan-taylor
    jonathan-taylor committed Oct 5, 2021
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Commits on Oct 26, 2021

  1. rename min_max to exhaustive

    @jonathan-taylor
    jonathan-taylor committed Oct 26, 2021
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  2. added comparison to step for Boston data using neg_AIC to select; can… 

    … have a model with no features (design==0)
    @jonathan-taylor
    jonathan-taylor committed Oct 26, 2021
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Commits on Oct 28, 2021

  1. specializing stepwise to fixed number of steps, or first peak

    @jonathan-taylor
    jonathan-taylor committed Oct 28, 2021
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Commits on Nov 29, 2021

  1. fix ci

    @rasbt
    rasbt committed Nov 29, 2021
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