microtrait-hmm database

microtrait-hmm is a database of profile families and associted profile hidden Markov models (HMMs) that underlie MicroTrait pipeline to extract fitness traits from microbial genomes.

Each microtrait-hmm model represents protein family sequence diversity accumulated in genomes and metagenomes in IMG/M.

HMM training pipeline

HMM benchmarking pipeline