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Added option to impute missing values during training #336

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Added option to impute missing values during training #336

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Commits on Apr 7, 2023

  1. moved imputation code to a function

    @megancoden
    megancoden committed Apr 7, 2023
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  2. add impute param in func call

    @megancoden
    megancoden committed Apr 7, 2023
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  3. add todo about fixing here stuff

    @megancoden
    megancoden committed Apr 7, 2023
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  4. add tests for setting impute param to false in preprocess data

    @megancoden
    megancoden committed Apr 7, 2023
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  5. adding todos for future

    @megancoden
    megancoden committed Apr 7, 2023
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  6. added impution in run_ml by calling impute_during_training function

    @megancoden
    megancoden committed Apr 7, 2023
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Commits on Apr 12, 2023

  1. refactor code and add tests

    @megancoden
    megancoden committed Apr 12, 2023
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  2. include tests to validate that the flag for impute during training works

    @megancoden
    megancoden committed Apr 12, 2023
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  3. update with imputation changes

    @megancoden
    megancoden authored Apr 12, 2023
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Commits on Apr 13, 2023

  1. Merge branch 'main' into impute

    @kelly-sovacool
    kelly-sovacool authored Apr 13, 2023
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Commits on Apr 15, 2023

  1. Merge branch 'main' into impute

    @kelly-sovacool
    kelly-sovacool authored Apr 15, 2023
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Commits on Apr 18, 2023

  1. changed file so it only does imputation step

    @shah-priyal
    shah-priyal committed Apr 18, 2023
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  2. removed extra lines and prep_data steps back to file

    @shah-priyal
    shah-priyal committed Apr 18, 2023
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  3. removed extra todos and update file to only include imputation step

    @shah-priyal
    shah-priyal committed Apr 18, 2023
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  4. changed tests to adjust expected output of imputed data

    @shah-priyal
    shah-priyal committed Apr 18, 2023
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  5. include info about setting impute_in_preprocessing to FALSE

    @megancoden
    megancoden authored Apr 18, 2023
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  6. added roxygen docstring for impute function

    @shah-priyal
    shah-priyal committed Apr 18, 2023
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  7. Merge branch 'impute' of https://github.com/megancoden/mikropml into … 

    …impute
    @shah-priyal
    shah-priyal committed Apr 18, 2023
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  8. Update preprocess.Rmd

    @shah-priyal
    shah-priyal authored Apr 18, 2023
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