Data Exploration and Feature Engineering

planningChallengeNovember 25, 2025

Prompt Content

Begin by analyzing the provided LNP dataset, which includes various lipid component ratios, physicochemical properties, and experimental lung delivery efficacy. Design and implement a robust feature engineering pipeline to extract relevant descriptors for each LNP, considering both compositional and structural aspects. Document your approach and provide justification for chosen features.

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