We provide several examples for both python and commandline. Practical use-cases were chosen to show the variety of SMAC.
SPEAR-QCP¶
Branin¶
Restore Branin¶
SPEAR-QCP with Multi-Fidelity on Instances¶
Simple Multi-Objective¶
Synthetic Function with BOinG as optimizer¶
Synthetic Function with TuRBO as optimizer¶
Synthetic Function with few Hyperparameters¶
SVM with EIPS as acquisition functions¶
Non-Deterministic Gradient-Boosting¶
SVM with Cross-Validation¶
SGD on Instances¶
HPO with User Priors over the Optimum¶
MLP with Multi-Fidelity¶
Scalarized Multi-Objective Using ParEGO¶
previous
Basic Usage
next
SPEAR-QCP
