================================================== MuRaL: inferring mutation rates via deep learning ================================================== .. image:: images/mural-logo.jpg :width: 420px **MuRaL**, short for **Mu**\ tation **Ra**\ te **L**\ earner, is a deep learning framework to predict mutation rates at the nucleotide level using only genomic sequences as input. MuRaL can build models with relatively few training mutations and a moderate number of sequenced individuals (e.g. ~100 individuals), and can leverage transfer learning to further reduce data and time demands. It can be applied to many species with population genomic data. This documentation is for MuRaL |version|\. Contents -------- .. toctree:: usage