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.
Overview
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/autoapi/mlos_viz/ for more documentation details
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