I am wondering, if there is any biological explanation of dipeptides or k-mers ?! what chemo-physical properties they potentially have and how one can interpret them ? For example, if in a protein property prediction, the model comes up with a list of dipeptides, as a predictive features, what they really mean ?!
Also, I have the same question regarding CTD (Composition, Transition and Distribution) of amino acids introduced by this paper