See also: hpo English Noun HPO (uncountable) Initialism of hydrogen peroxide. (machine learning) Initialism of hyperparameter optimization. Proper noun HPO Initialism of Hamilton Philharmonic Orchestra. Initialism of Humanist Party of Ontario.Wikiwand - on Seamless Wikipedia browsing. On steroids.Remove ads