Traceplot

API documentation: plot_trace()

Matplotlib

Python source code: [download source: matplotlib/mpl_plot_trace.py]

import matplotlib.pyplot as plt

import arviz as az

az.style.use("arviz-darkgrid")

data = az.load_arviz_data("non_centered_eight")
az.plot_trace(data, var_names=("tau", "mu"))

plt.show()

Bokeh

Python source code: [download source: bokeh/bokeh_plot_trace.py]

import arviz as az

data = az.load_arviz_data("non_centered_eight")
ax = az.plot_trace(data, var_names=("tau", "mu"), backend="bokeh")

Separation Plot Traceplot rank_bars