Batteries-included plots

Batteries-included plots#

Batteries-included plotting functions are available at the arviz_plots top level namespace and provide plug and play opinionated solutions to common tasks within the Bayesian workflow.

Each of the entries below describe the behaviour of each function, all its arguments and include a handful of examples of each. A complementary introduction and guide to plot_... functions is available at Introduction to batteries-included plots in arviz_plots.

plot_dist(dt[, var_names, filter_vars, ...])

Plot 1D marginal densities in the style of John K.

plot_forest(dt[, var_names, filter_vars, ...])

Plot 1D marginal credible intervals in a single plot.

plot_trace(dt[, var_names, filter_vars, ...])

Plot iteration versus sampled values.

plot_trace_dist(dt[, var_names, ...])

Plot 1D marginal distributions and iteration versus sampled values.