Band Depth Capability #4
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| @@ -1021,9 +1027,9 @@ def scenario_plot(location, target, scenario, ui, age_group, round_tab, ens_chec | |||
| Input("sample-slider", "value"), | |||
| Input("median-checkbox", "value"), | |||
| Input("tabs-round", "value")) | |||
| def spaghetti_plot(location, target, scenario, age_group, n_sample, med_plot, round_tab): | |||
| def spaghetti_plot(location, target, scenario, age_group, n_sample, med_plot, round_tab, band_depth_limit=None): | |||
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Proposed documentation to add:
"""
:param location: str used to construct path to sample file to load in visualization/data-visualization
:param target: str, 'inc hosp' or 'cum hosp'. Used to construct path to sample file to load in visualization/data-visualization
:param scenario: List[int], used to filter sample file
:param age_group: str, used to filter sample file
:param n_sample: int, number of samples to display
:param med_plot: bool, if True, median trajectory displayed
:param round_tab: str, name of Round (as seen in hub-config/viz_settings.json) to be used
:param band_depth_limit: float| None. If not None, will show an envelope in resulting spaghetti plot around trajectories with a band depth above this value. Band depth is a measure of the representativeness of one trajectory among an ensemble. For more details, see https://ieeexplore.ieee.org/document/6875964 - Curve Boxplot: Generalization of Boxplot for Ensembles of Curves by Mirzargar et al.
:return: go.Figure object result
"""
Adds the capability to display band depth envelopes (as described in Curve Boxplot: Generalization of Boxplot for Ensembles of Curves) for spaghetti plots.
Currently,
spaghetti_plot()is configured to not display these envelopes as the default behavior because its parameterband_depth_limit=None, but this functionality could be added in a future PR by changing this parameter to take on values between 0 and 1.NOTE: Relies on PR 'Band depth envelope' in SMHviz_plot (midas-network/SMHviz_plot#17).