TPOT + COLAB: An Early Foray into the Genetic Space of Auto-ML with Cloud Compute

This research monograph describes the early exploration of the hyperparameter space of an Auto-ML method called TPOT. The optimization runs were conducted using Google’s Colaboratory and the results from two preliminary experiments are presented.