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).