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Enhance dataset filtering and aggregation functionalities while updating execution time metrics in documentation. Remove obsolete scripts and improve metadata handling for BIDS files.

@bruAristimunha bruAristimunha changed the title Update EEGDash dataset handling and execution times Diggestion final iteration Dec 14, 2025
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