DeepCAVE is an interactive framework to visualize and analyze AutoML processes in real-time. CAVE stands for Configuration Visualization, Assessment, and Evaluation. The prefix “Deep” empathizes the large variety of user-specified options as well as the support to visualize deep neural networks.¬†Moreover, DeepCAVE works seamlessly with SMAC3, BOHB and can be extended to any AutoML framework easily.

DeepCAVE is under active development but can be obtained on our github page (external link).