#1 plot the matric - #18
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October 15, 2025 19:35
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#1 plot the matric
This PR introduces functionality to visualize the confidence intervals computed by the MetricFrame class, directly addressing the follow-up work from issue #999.
After implementing confidence interval calculations, the next logical step is to provide users with a way to visualize this uncertainty. This PR adds a new plotting function that integrates seamlessly with the .ci() method to display metrics with their corresponding error bars.
The existing plotting utilities, as noted, are not documented for this use case and are incompatible with the MetricFrame's confidence interval feature. This new implementation provides a clear, documented, and user-friendly way to generate these essential visualizations.
Key Changes:
New Plotting Function: Implemented a new function that takes a MetricFrame object and plots the metrics with error bars derived from the confidence intervals.
Integration: The function is designed to work directly with the output of the MetricFrame.ci() method.
Documentation: Added examples and documentation to the user guide, explaining how to generate and interpret these plots.