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Wl clean validate#5

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WeilinHan8 wants to merge 21 commits intomainFixML/breast_cancer_predictor_py:mainfrom wl_clean_validateFixML/breast_cancer_predictor_py:wl_clean_validateCopy head branch name to clipboard

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Commits on Oct 18, 2024

• adding great-expectation dependency

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• adding great-expectation dependency

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• adding clean_data.py and tests

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• remove unnecessary moduels

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• change error type

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Commits on Oct 20, 2024

• changing column name class to diagnosis to match the name in .names file

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• adding validate_data.py that includes data validation functions

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• adding validation function

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• adding write_data function and tests

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Commits on Oct 21, 2024

• adding tests for validation functions

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• adding clean_validate.py (main function)

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Commits on Oct 25, 2024

• change data validation function and test (using pandera)

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Commits on Nov 8, 2024

• adding label category check

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Commits on Nov 14, 2024

• modify functions and add tests

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• adding tests for validate_data()

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Commits on Nov 16, 2024

• adding tests for clean and validation files

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Commits on Nov 18, 2024

• change tests data for split tests

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• changing test data for split tests

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Commits on Nov 21, 2024

• changing the extract column name function

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Commits on Nov 28, 2024

• adding global validation in the schema

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Commits on Dec 6, 2024

• updating validate test files

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