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User guide
Overview
Introduction to batteries-included plots
Using
PlotCollection
objects
Create your own figure with
PlotCollection
Reference
Example gallery
Posterior ECDFs
Posterior Histograms
Posterior KDEs
Forest plot
Forest plot with shading
Plot prior and posterior
Scatterplot one variable against all others
Scatterplot all variables against each other
Ridge plot
Posterior KDEs for two models
Posterior forest for two models
Ridge plot for multiple models
Rank plot
Trace plot
ESS evolution
ESS local
ESS quantile
ESS comparison
Monte Carlo standard error
Convergence diagnostics distribution
Autocorrelation Plot
Energy
Scatter plot of one variable against all other variables with divergences
Scatter plot of all variables against each other with divergences
Parallel coordinates plot
Predictive check with KDEs
Rootogram
PAV-adjusted calibration
PIT ECDF
Coverage ECDF
LOO-PIT ECDF
Test statistics
Interval plot
Survival analysis (censored data)
Posterior predictive forest and observations
Sensitivity posterior marginals
Sensitivity posterior quantities
Predictive model comparison
Pareto shape parameter diagnostics
Bayes_factor
PIT-ECDF
Coverage ECDF
Rank and distribution plot
Trace and distribution plot
Forest plot with ESS
Custom diagnostic plots combination
Add Lines
Add Reference Bands
API reference
Batteries-included plots
arviz_plots.combine_plots
arviz_plots.plot_autocorr
arviz_plots.plot_bf
arviz_plots.plot_compare
arviz_plots.plot_convergence_dist
arviz_plots.plot_dist
arviz_plots.plot_ecdf_pit
arviz_plots.plot_energy
arviz_plots.plot_ess
arviz_plots.plot_ess_evolution
arviz_plots.plot_forest
arviz_plots.plot_khat
arviz_plots.plot_loo_pit
arviz_plots.plot_lm
arviz_plots.plot_mcse
arviz_plots.plot_pair
arviz_plots.plot_pair_focus
arviz_plots.plot_parallel
arviz_plots.plot_ppc_censored
arviz_plots.plot_ppc_dist
arviz_plots.plot_ppc_pava
arviz_plots.plot_ppc_pit
arviz_plots.plot_ppc_rootogram
arviz_plots.plot_ppc_tstat
arviz_plots.plot_prior_posterior
arviz_plots.plot_psense_dist
arviz_plots.plot_psense_quantities
arviz_plots.plot_rank
arviz_plots.plot_rank_dist
arviz_plots.plot_ridge
arviz_plots.plot_trace
arviz_plots.plot_trace_dist
Helper plotting functions
arviz_plots.add_bands
arviz_plots.add_lines
arviz_plots.style.available
arviz_plots.style.get
arviz_plots.style.use
Managers for faceting and aesthetics mapping
arviz_plots.PlotCollection
arviz_plots.PlotCollection.grid
arviz_plots.PlotCollection.wrap
arviz_plots.PlotCollection.add_legend
arviz_plots.PlotCollection.map
arviz_plots.PlotCollection.aes
arviz_plots.PlotCollection.viz
arviz_plots.PlotCollection.aes_set
arviz_plots.PlotCollection.facet_dims
arviz_plots.PlotCollection.data
arviz_plots.PlotCollection.generate_aes_dt
arviz_plots.PlotCollection.get_aes_as_dataset
arviz_plots.PlotCollection.get_aes_kwargs
arviz_plots.PlotCollection.update_aes
arviz_plots.PlotCollection.update_aes_from_dataset
arviz_plots.PlotCollection.allocate_artist
arviz_plots.PlotCollection.get_viz
arviz_plots.PlotCollection.get_target
arviz_plots.PlotCollection.show
arviz_plots.PlotCollection.savefig
arviz_plots.PlotMatrix
arviz_plots.PlotMatrix.map
arviz_plots.PlotMatrix.map_triangle
arviz_plots.PlotMatrix.map_lower
arviz_plots.PlotMatrix.map_upper
arviz_plots.PlotMatrix.map_row
arviz_plots.PlotMatrix.map_col
arviz_plots.PlotMatrix.aes
arviz_plots.PlotMatrix.viz
arviz_plots.PlotMatrix.aes_set
arviz_plots.PlotMatrix.facet_dims
arviz_plots.PlotMatrix.data
Visual elements
arviz_plots.visuals.ci_line_y
arviz_plots.visuals.ecdf_line
arviz_plots.visuals.fill_between_y
arviz_plots.visuals.hline
arviz_plots.visuals.hist
arviz_plots.visuals.hspan
arviz_plots.visuals.line
arviz_plots.visuals.multiple_lines
arviz_plots.visuals.line_xy
arviz_plots.visuals.line_x
arviz_plots.visuals.scatter_xy
arviz_plots.visuals.scatter_x
arviz_plots.visuals.scatter_xy
arviz_plots.visuals.scatter_couple
arviz_plots.visuals.trace_rug
arviz_plots.visuals.vline
arviz_plots.visuals.vspan
arviz_plots.visuals.annotate_label
arviz_plots.visuals.annotate_xy
arviz_plots.visuals.labelled_title
arviz_plots.visuals.labelled_x
arviz_plots.visuals.labelled_y
arviz_plots.visuals.label_plot
arviz_plots.visuals.point_estimate_text
arviz_plots.visuals.remove_axis
arviz_plots.visuals.remove_ticks
arviz_plots.visuals.set_xlim
arviz_plots.visuals.set_xticks
arviz_plots.visuals.set_ylim
arviz_plots.visuals.ticklabel_props
arviz_plots.visuals.grid
Interface to plotting backends
Matplotlib
arviz_plots.backend.matplotlib.create_plotting_grid
arviz_plots.backend.matplotlib.show
arviz_plots.backend.matplotlib.line
arviz_plots.backend.matplotlib.multiple_lines
arviz_plots.backend.matplotlib.scatter
arviz_plots.backend.matplotlib.text
arviz_plots.backend.matplotlib.title
arviz_plots.backend.matplotlib.ylabel
arviz_plots.backend.matplotlib.xlabel
arviz_plots.backend.matplotlib.xticks
arviz_plots.backend.matplotlib.yticks
arviz_plots.backend.matplotlib.ticklabel_props
arviz_plots.backend.matplotlib.remove_ticks
arviz_plots.backend.matplotlib.remove_axis
arviz_plots.backend.matplotlib.legend
Bokeh
arviz_plots.backend.bokeh.create_plotting_grid
arviz_plots.backend.bokeh.show
arviz_plots.backend.bokeh.line
arviz_plots.backend.bokeh.multiple_lines
arviz_plots.backend.bokeh.scatter
arviz_plots.backend.bokeh.text
arviz_plots.backend.bokeh.title
arviz_plots.backend.bokeh.ylabel
arviz_plots.backend.bokeh.xlabel
arviz_plots.backend.bokeh.xticks
arviz_plots.backend.bokeh.yticks
arviz_plots.backend.bokeh.ticklabel_props
arviz_plots.backend.bokeh.remove_ticks
arviz_plots.backend.bokeh.remove_axis
arviz_plots.backend.bokeh.legend
Plotly
arviz_plots.backend.plotly.create_plotting_grid
arviz_plots.backend.plotly.show
arviz_plots.backend.plotly.line
arviz_plots.backend.plotly.multiple_lines
arviz_plots.backend.plotly.scatter
arviz_plots.backend.plotly.text
arviz_plots.backend.plotly.title
arviz_plots.backend.plotly.ylabel
arviz_plots.backend.plotly.xlabel
arviz_plots.backend.plotly.xticks
arviz_plots.backend.plotly.yticks
arviz_plots.backend.plotly.ticklabel_props
arviz_plots.backend.plotly.remove_ticks
arviz_plots.backend.plotly.remove_axis
arviz_plots.backend.plotly.legend
None (only processing, no plotting)
arviz_plots.backend.none.create_plotting_grid
arviz_plots.backend.none.show
arviz_plots.backend.none.line
arviz_plots.backend.none.multiple_lines
arviz_plots.backend.none.scatter
arviz_plots.backend.none.text
arviz_plots.backend.none.title
arviz_plots.backend.none.ylabel
arviz_plots.backend.none.xlabel
arviz_plots.backend.none.xticks
arviz_plots.backend.none.yticks
arviz_plots.backend.none.ticklabel_props
arviz_plots.backend.none.remove_ticks
arviz_plots.backend.none.remove_axis
arviz_plots.backend.none.legend
Glossary
Tutorials
ArviZ in Context
Contributing
Testing
Adding a batteries-included plot
Documentation
About
BlueSky
Mastodon
GitHub repository
.rst
.pdf
arviz_plots.backend.matplotlib.scatter
Contents
scatter
arviz_plots.backend.matplotlib.scatter
#
arviz_plots.backend.matplotlib.
scatter
(
*
args
,
**
kwargs
)
#
Contents
scatter
