Version 0.1

Features

• Multi-Objective is supported with flexible objective objects.
• Groups: If plugin supports groups, multiple runs can be used.
• Automatically find converter: DeepCAVE scans the given directory and selects a suitable converter (if available).
• Recorder: Record your runs and save them directly as DeepCAVE files.
• Matplotlib mode: Alternatively, plugins can output Matplotlib rendered plots.

Plugins

• StaticPlugin: Uses queue to process the result.
• DynamicPlugin: Input changes are directly calculated.
• Overview: Shows meta and statistics.
• Configurations: Shows configuration space and best found configuration.
• Cost over Time: Shows how the cost changes over time.
• Configuration Cube: Shows configurations as points in a cube.
• Individual Conditional Expectation / Partial Dependency Plots: Shows how individual instances behave.
• fANOVA: Shows Hyperparameter Importance.

Converters

• DeepCAVE
• SMAC
• BOHB (Beta)