Sparse generative modeling via parameter-reduction of Boltzmann machines: application to protein-sequence families

no code implementations • 23 Nov 2020 • Pierre Barrat-Charlaix, Anna Paola Muntoni, Kai Shimagaki, Martin Weigt, Francesco Zamponi

For example, pairwise Potts models (PM), which are instances of the BM class, provide accurate statistical models of families of evolutionarily related protein sequences.