Visualization Python interface for benchmark automation and optimization results.
Project description
mlos_viz
The mlos_viz
module is an aid to visualizing experiment benchmarking and optimization results generated and stored by mlos_bench
.
Its core API is mlos_viz.plot(experiment)
, initially implemented as a wrapper around dabl
to provide a basic visual overview of the results, where experiment
is an ExperimentData
objected returned from the mlos_bench.storage
layer APIs.
In the future, we plan to add more automatic visualizations, interactive visualizations, feedback to the mlos_bench
experiment trial scheduler, etc.
It's available for pip install
via the pypi repository at mlos-viz.
See Also: https://microsoft.github.io/MLOS for full API details.
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