Non-fouling is defined as resistance to non-specific interactions.
A non-fouling peptide (positive example) is defined using the mechanism proposed in
ref white2012decoding. Briefly, ref white2012decoding, showed that the exterior surfaces
of proteins have a significantly different frequency of amino acids, and this increases
in aggregation prone environments, like the cytoplasm. Synthesizing self-assembling peptides
that follow this… See the full description on the dataset page: https://huggingface.co/datasets/jablonkagroup/peptides_nonfouling.
