Development#8

Merged

vuductung merged 11 commits intomainfrom

Mar 26, 2025

Commits on Mar 26, 2025

Add unit test for sync_ms1_and_ms2_data method to handle duplicates in ms2_identifiers while ensuring unique rows in test_data.
vuductung
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Enhance feature engineering functionality by adding correlation calculations and data point counting methods. Refactor correlation matrix computation for efficiency and clarity. Update feature engi…
vuductung
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Remove unused features from DEFAULT_FEATURES in FeatureConfig to streamline feature selection process.
vuductung
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Refactor PreprocessingPipeline to enhance data handling and feature engineering. Introduce new methods for MS1-MS2 correlation calculations, data synchronization, and improved logging. Update type …
vuductung
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Remove commented-out code for training and validation in Model class to improve code clarity.
vuductung
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Remove redundant code in _nan_correlation_matrix function to enhance clarity and maintainability of correlation calculations.
vuductung
committed