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fear(#23): Replace filterIncompleteRecords boolean with Imputation Enum for Enhanced Data Handling #61

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wants to merge 4 commits into from
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fear(#23): Replace filterIncompleteRecords boolean with Imputation Enum for Enhanced Data Handling #61

wants to merge 4 commits into from

Commits on Oct 18, 2023

  1. feat(23): add package for handling incomplete records 

    This commit introduces the 'handler' package under 'de.eudx.data' to handle the cleaning and processing
of incomplete records within a dataset, in correspondence with issue Samyssmile#23.

Changes Made:
- Added 'handler' package under 'de.edux.data'
- Introduced 'EIncompleteRecordsHandlerStratetgy' enum with the constans:
  DO_NOT_HANDLE, DROP_RECORDS, FILL_RECORDS_WITH_AVERAGE
- Introduced 'IIncompleteRecordsHandler' interface
- Implemented 'DropIncompleteRecordsHandler' class
- Implemented 'AverageFillIncompleteRecordsHandler' class
- Implemented 'DoNotHandleIncompleteRecords' class because
  of DataProcessorTest.testLoadDataWithoutNormalizationAndShuffling()
- Started to write the tests for the above mentioned classes and their methods
- Revired the existing codebase to be compatible with the new enum
    @acsolle66
    acsolle66 committed Oct 18, 2023
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  2. Merge branch 'Samyssmile:main' into issue23-feat

    @acsolle66
    acsolle66 authored Oct 18, 2023
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Commits on Oct 19, 2023

  1. feat(Samyssmile#23): add exception handling and tests for incompleteR… 

    …ecordsHandlers
    @acsolle66
    acsolle66 committed Oct 19, 2023
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Commits on Oct 20, 2023

  1. feat(Samyssmile#23): Prepare

    Samuel Abramov committed Oct 20, 2023
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