Visualizations

Oríon provides several plotting helpers to support visual analysis of hyperparameter optimization runs. These tools will help you:

Examples

Detailed examples of the different type of visualizations, how to use and interpret them.

Regret curves

Regret curves

Regret curves
Parallel Coordinates

Parallel Coordinates

Parallel Coordinates
Local Parameter Importance

Local Parameter Importance

Local Parameter Importance
Partial Dependencies

Partial Dependencies

Partial Dependencies

How-tos

Examples to show-case different ways to create, save and share the visualizations.

How to plot.

How to plot.

How to plot.
How to save

How to save

How to save
How to share with chart studio

How to share with chart studio

How to share with chart studio

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