Development#5

Merged

vuductung merged 23 commits intomainfrom

Mar 19, 2025

Commits on Mar 13, 2025

Refactor NaN correlation matrix calculation for efficiency and clarity
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Add new features to FeatureConfig for enhanced analysis
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Merge branch 'main' into development
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Update feature constants in DataConfig for consistency
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Update feature name handling in Loader class for consistency
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Update preprocessing to standardize feature naming
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Update feature constants in DataConfig to include height
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Refactor preprocessing logic for improved clarity and consistency
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Enhance Loader class to handle optional directory parameter
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Refactor preprocessing methods for improved data extraction and clarity
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Add SharedState class for managing shared state across modules
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Update preprocessing pipeline to utilize shared state for column management
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Enhance prediction output to utilize shared state for structured data representation
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Enhance model prediction shifting to utilize shared state for improved data accuracy
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Update preprocessing pipeline to assign extracted data to shared state
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Add lin_scaled_data attribute to SharedState for enhanced data management
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Commits on Mar 18, 2025