This library appears to be SOTA for automatic model selection and hyperparameter tuning.

Another popular and well-maintained library, TPOT, uses genetic programming to search through model and hyperparameter space; this is more parallelizable than auto-sklearns strategy of Bayesian search. Neat! I'll try both.