Ridge plot for multiple models

Visual representation of marginal distributions over the y axis showing for multiple models

Matplotlib

Bokeh

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Plotly

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from arviz_base import load_arviz_data

import arviz_plots as azp

azp.style.use("arviz-variat")

centered = load_arviz_data("centered_eight")
non_centered = load_arviz_data("non_centered_eight")

pc = azp.plot_ridge(
    {"centered": centered, "non-centered": non_centered},
    coords={"school": ["Deerfield", "St. Paul's", "Hotchkiss"]},
    backend="none",  # change to preferred backend
)
pc.add_legend("model")
pc.show()

See also

API Documentation: plot_ridge

Other examples with plot_ridge

Visual representation of marginal distributions over the y axis for a single model

Ridge plot

Ridge plot

Download Python Source Code: plot_ridge_multiple.py