dynode.utils.vis_utils.plot_violin_plots

dynode.utils.vis_utils.plot_violin_plots#

dynode.utils.vis_utils.plot_violin_plots(priors: dict[str, list] | None = None, posteriors: dict[str, list] | None = None, matplotlib_style: list[str] | str = ['seaborn-v0_8-colorblind'])#

Save violin plot of priors and posteriors together.

Parameters#

priorsdict[str, list], optional

samples from a parameter’s prior distribution, by default None

posteriorsdict[str, list], optional

samples from a parameter’s posterior distribution, by default None

matplotlib_stylelist[str] | str, optional

matplotlib style(s) to apply, by default [ “seaborn-v0_8-colorblind”,]

Returns#

matplotlib.Figure

matplotlib Figure containing violin plots of the priors and posteriors.

Raises#

VisualizationError

if both priors and posteriors is None there is nothing to plot.

Notes#

Returned figure will be roughly square containing N subplots for N parameters.

If some parameters are missing in either dictionary, an open space in that subplot will be left in the figure.

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