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Here are the links to download datasets used in development of PlifePred

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Dataset	Description	Download
Dataset 1:	This dataset contains 261 peptides containing modified as well as natural amino acid sequences whose half-life has been experimentally verified in blood.
Dataset 2:	This dataset contain 163 peptides without non-terminal modifications whose half-life has been experimentally verified in blood.

Dataset will be available soon, after publication.