v0.8.0

What's Changed

New features

• Add Pareto shape plot by @jordandeklerk in #356
• Use mean and median accessors by @aloctavodia in #374
• Add plot_ppc_pava_residuals by @aloctavodia in #382
• Add goodness of fit for density visualizations by @aloctavodia in #383
• Add quantile dots plot by @aloctavodia in #386
• Support interactivity and multiple legens in Plotly by @OriolAbril in #388
• Add bfmi to energy plot by @aloctavodia in #390
• Add face option for quantile dot plots by @aloctavodia in #392
• Add pointestimate option to rootogram by @aloctavodia in #395
• Allow col_wrap=None to infer square grids by @RohanAich in #399

Maintenance and bug fixes

• Expose visuals as a submodule by @OriolAbril in #368
• Add tests for core data processing functions by @PiyushPanwarFST in #369
• Improve usability of style functions by @aloctavodia in #373
• Remove outdated comment in plot_rank by @aloctavodia in #376
• Bump actions/checkout from 5 to 6 by @dependabot[bot] in #377
• Update plot_ppc_pava to use fixed isotonic fit, remove bootstrapping by @aloctavodia in #380
• Fix plot_dist by @aloctavodia in #385
• Bump actions/download-artifact from 6 to 7 by @dependabot[bot] in #391
• Change defaults for plot_ppc_dist by @aloctavodia in #393
• Unify warnings for plot_ppcs by @aloctavodia in #400
• Use rcParam["stats.round_to"] by default in plot_dist point by @aloctavodia in #401
• Fix Plotly backend when color is unset by @Sakshee-D in #403
• Fix example in docstring for plot_dgof_dist and plot_dgof by @aloctavodia in #404

Documentation

• Add API crossref by @OriolAbril in #368
• Minor correction by @star1327p in #375
• Minor changes on a/an usage by @star1327p in #398
• Replace TODO with PlotCollection cross-reference by @sanjiti-gill in #397

New Contributors

• @jordandeklerk made their first contribution in #356
• @RohanAich made their first contribution in #399
• @sanjiti-gill made their first contribution in #397
• @Sakshee-D made their first contribution in #403
• @tomicapretto made their first contribution in #405

Full Changelog: v0.7.0...v0.8.0

v0.7.0

What's Changed

New features

• Adds Pair plot by @The-Broken-Keyboard in #287
• Add parallel plot by @The-Broken-Keyboard in #300
• Add face in dist_plot by @The-Broken-Keyboard in #305
• Add dark theme by @The-Broken-Keyboard in #309
• Add muted style/palette ("arviz-tenui") by @aloctavodia in #315
• Add legend to visuals by @aloctavodia in #321
• plot_ppc_pava: extend support for categorical and ordinal data by @aloctavodia in #316
• Add mode as a valid option for point_estimate in plot_forest by @aloctavodia in #337
• Add plot_lm by @The-Broken-Keyboard in #328
• Add plot_ppc_intervals function by @PiyushPanwarFST in #334
• Add plot_ppc_censored by @aloctavodia in #346
• Allow using "CX" notation for aliases to default aes cycle by @OriolAbril in #311
• Allow values in visuals to be True by @aloctavodia in #326
• Allow non-shared variables for multiple models by @aloctavodia in #331
• Add warning message when group is prior_predictive by @aloctavodia in #352

Maintenance and bug fixes

• Update API plot list by @aloctavodia in #293
• Update given upcoming changes in arviz-stats by @aloctavodia in #294
• PR for plot_ridge missing from example gallery by @aminskey in #303
• fix position point_estimate_text by @aloctavodia in #313
• Restrict palette to eight colors by @aloctavodia in #312
• Set custom tooltip for plotly and other fixes by @aloctavodia in #323
• Improve default legend for bokeh by @aloctavodia in #324
• plot_compare: improve docstring and fix plotly overlap by @aloctavodia in #325
• Generalize plot_compare by @aloctavodia in #329
• Adapt to changes in ecdf computation by @aloctavodia in #335
• Add missing check for non-labeller by @aloctavodia in #341
• Update default ci_prob for ecdf-pit plots by @aloctavodia in #345
• Add Python 3.13 to the tests by @aloctavodia in #348
• Small tweaks to tumma by @aloctavodia in #320
• improve default figsize for plot_ridge by @OriolAbril in #360
• Change truncation_factor name to avoid possible confusion by @aloctavodia in #363
• Refactor plot_lm by @aloctavodia in #343
• Remove deprecated GitHub action by @OriolAbril in #362
• Bump actions/download-artifact from 4 to 5 by @dependabot[bot] in #319
• Bump actions/checkout from 4 to 5 by @dependabot[bot] in #327
• Bump actions/setup-python from 5 to 6 by @dependabot[bot] in #339
• Bump peter-evans/create-or-update-comment from 4 to 5 by @dependabot[bot] in #351
• Bump actions/download-artifact from 5 to 6 by @dependabot[bot] in #359
• Bump release 0.7.0 by @aloctavodia in #366

Documentation

• Add ref target to installation section by @OriolAbril in #295
• Clean docstrings by @aloctavodia in #336
• Correct a typo: exising -> existing by @star1327p in #342
• Correct a typo: appeareance -> appearance by @star1327p in #349
• Correct more typos in arviz-plots documentation by @star1327p in #350
• Add link to tests/conftest.py file by @star1327p in #355
• Add plot_ppc_interval to API docs by @satwiksps in #365
• Improve usage of quotation marks in documentation by @star1327p in #361

New Contributors

• @aminskey made their first contribution in #303
• @satwiksps made their first contribution in #365

Full Changelog: v0.6.0...v0.7.0

v0.6.0

What's Changed

New features

• Add plot_loo_pit by @aloctavodia in #190
• Added rug to lot_dist() by @PiyushPanwarFST in #192
• Add plot_prior_posterior and rewrite plot_bf by @aloctavodia in #198
• Add plot_autocorr by @suhaani-agarwal in #153
• Add plot_mcse by @aloctavodia in #211
• Add combine_plots, allowing to arrange a set of existing plots into a single chart by @aloctavodia in #207
• Add plot_ppc_tstat by @rohanbabbar04 in #210
• Add more tstats to plot_ppc_tstat by @aloctavodia in #217
• Add references to plot_ppc_dist by @rohanbabbar04 in #223
• Add PlotMatrix plotting manager class by @OriolAbril in #221
• Add savefig method to PlotCollection by @aloctavodia in #246
• Add plot_rank_dist by @aloctavodia in #253
• Add support multiple variables in plot_bf by @aloctavodia in #256
• Add function for plotting reference bands by @rohanbabbar04 in #258
• Add plot_pair_focus by @The-Broken-Keyboard in #276

Maintenance and bug fixes

• Clean pit functions by @aloctavodia in #191
• Adds rule to select fewer ticks in sqrt scale for bokeh and plotly by @The-Broken-Keyboard in #189
• Show bf for null by @aloctavodia in #196
• Make rug defaults to False by @aloctavodia in #197
• Rootogram: do not plot observation by default for prior_predictive by @aloctavodia in #202
• Add group argument to plot_ppc_pava by @aloctavodia in #203
• Handles title spacing during creation of plot by @The-Broken-Keyboard in #199
• Rename plot modules by @aloctavodia in #205
• Add group argument loo_pit ppc_pit by @aloctavodia in #206
• Fixes shared x property for appropriate plots ( like rank plot, trace plot etc ) by @The-Broken-Keyboard in #208
• Add group argument to plot_prior_posterior by @aloctavodia in #209
• Small fixes to plot_prior_posterior by @OriolAbril in #216
• Add horizontal_align to annotate_xy by @rohanbabbar04 in #214
• Fix error plot_ppc_dist, generalize title ppc galery by @aloctavodia in #220
• Update labelled title to include text by @rohanbabbar04 in #222
• Allow prior predictive checks when observed_data group is not present by @aloctavodia in #226
• Fix bug plot_ppc_dist when passing references and add test by @aloctavodia in #228
• use scalar prob for quantile/tail ess by @OriolAbril in #240
• Use fill_between for matplotlib histogram, instead of bar by @aloctavodia in #247
• Update add_reference_lines as a helper function by @rohanbabbar04 in #230
• Backend should be none by @aloctavodia in #251
• Improve publish workflow by @OriolAbril in #252
• Update ref_dim in add_reference_lines by @rohanbabbar04 in #254
• Explicit index support in PlotCollection.map by @OriolAbril in #241
• Add consistent legend support across backends by @Advaitgaur004 in #115
• Fix cols definition plot_autocorr by @aloctavodia in #263
• rename add_reference_lines and reference_bands by @aloctavodia in #264
• psense_dist: Change order point-interval by @aloctavodia in #265
• Unify default value for col_wrap to 4 by @aloctavodia in #268
• Change batteries-included plots' call signature by @aloctavodia in #275
• update dim+sample_dims by @aloctavodia in #277
• Add tests plot_ppc_* by @aloctavodia in #280
• Add more tests by @aloctavodia in #281
• raise when extra keyword arguments make it to aes generation by @OriolAbril in #285
• More corrections in pair_focus_plot by @The-Broken-Keyboard in #282

Documentation

• Improve documentation by @aloctavodia in #193
• Improve docs for PIT plots by @AlexAndorra in #195
• Several documentation improvements by @OriolAbril in #215
• Docstring update in add_reference_lines by @rohanbabbar04 in #225
• Correct a typo: currenly -> currently by @star1327p in #233
• Clean gallery description for ppc plots by @aloctavodia in #232
• Make example less cluncky by @aloctavodia in #234
• Add link to John K. Kruschke's Doing Bayesian Data Analysis book by @star1327p in #238
• Add more variation to distribution examples by @aloctavodia in #242
• Add style to docs by @aloctavodia in #248
• Link "batteries-included plots intro" page to Example Gallery by @rohanbabbar04 in #249
• Correct a typo: instatiates -> instantiates by @star1327p in #255
• Revise a cross-ref in docs.md by @star1327p in #260
• Fix references by @aloctavodia in #266
• fixes docstring and error statement in compare function by @The-Broken-Keyboard in #267
• Add overview/getting started tutorial by @aloctavodia in #269
• Improve tutorial notebooks by @OriolAbril in #261
• Proof of concept of explicit type hints for visuals, stats and aes_by_visuals by @OriolAbril in #283

New Contributors

• @AlexAndorra made their first contribution in #195
• @suhaani-agarwal made their first contribution in #153
• @rohanbabbar04 made their first contribution in #210
• @star1327p made their first contribution in #233
• @Advaitgaur004 made their first contribution in #115

Full Changelog: v0.5.0...v0.6.0

v0.5.0

What's Changed

• Randomized pit by @aloctavodia in #167
• Add missing visuals to docs by @aloctavodia in #168
• Make ecdf_line a step line by @aloctavodia in #169
• Properly wrap columns and reduce duplicated code by @aloctavodia in #170
• Added plot_bf() function for bayes_factor in arviz-plots by @PiyushPanwarFST in #158
• Update utils.py by @aloctavodia in #171
• Add plot_rank by @aloctavodia in #172
• Add plot ecdf pit plot by @aloctavodia in #173
• fix regression bug plot_psense_quantities by @aloctavodia in #175
• Improve Data Generation & Plot Tests: by @PiyushPanwarFST in #177
• Adds square root scale for bokeh and plotly by @The-Broken-Keyboard in #178
• Update plot_compare by @aloctavodia in #181
• plot_converge_dist: Add grouped argument by @aloctavodia in #182
• adds sqrt scale for yaxis in plotly by @The-Broken-Keyboard in #183
• Add coverage argument to pit plots by @aloctavodia in #185

New Contributors

• @github-actions made their first contribution in #165
• @PiyushPanwarFST made their first contribution in #158

Full Changelog: v0.4.0...v0.5.0

v0.4.0

What's Changed

• move out new_ds to arviz-stats by @aloctavodia in #102
• update version, dependencies and CI by @OriolAbril in #110
• Use DataTree class from xarray by @OriolAbril in #111
• Update pyproject.toml by @OriolAbril in #113
• Add energy plot by @aloctavodia in #108
• Add plot for distribution of convergence diagnostics by @aloctavodia in #105
• Add separated prior and likelihood groups by @aloctavodia in #117
• Add psense_quantities plot by @aloctavodia in #119
• Rename arviz-clean to arviz-variat by @aloctavodia in #120
• add cetrino and vibrant styles for plotly by @aloctavodia in #121
• psense: fix facetting and add xlabel by @aloctavodia in #123
• Add summary dictionary arguments by @aloctavodia in #125
• plotly: change format of title update in backend by @The-Broken-Keyboard in #124
• Update glossary.md by @aloctavodia in #126
• Add PAV-adjusted calibration plot by @aloctavodia in #127
• Upper bound plotly by @aloctavodia in #128
• Use isotonic function that works with datatrees by @aloctavodia in #131
• plot_pava_calibrarion: Add reference, fix xlabel by @aloctavodia in #132
• Fix bug when setting some plot_kwargs to false by @aloctavodia in #134
• Add citations by @aloctavodia in #135
• use <6 version of plotly for documentation and use latest for other purposes by @The-Broken-Keyboard in #136
• fix see also pava gallery by @aloctavodia in #137
• Add plot_ppc_dist by @aloctavodia in #138
• Add warning message for discrete data by @aloctavodia in #139
• rename plot_pava and minor fixes by @aloctavodia in #140
• Plotly: Fix excesive margins by @aloctavodia in #141
• add arviz-style for bokeh by @aloctavodia in #122
• Add Plot ppc rootogram by @aloctavodia in #142
• plot_ppc_rootogram: fix examples by @aloctavodia in #144
• Reorganize categories in the gallery by @aloctavodia in #145
• remove plots from titles by @aloctavodia in #146
• Consistence use of data_pairs, remove default markers from pava by @aloctavodia in #152
• added functionality of step histogram for all three backends by @The-Broken-Keyboard in #147
• Use continuous outcome for plot_ppc_dist example by @aloctavodia in #154
• add grid visual by @aloctavodia in #155
• Add plot_ppc_pit by @aloctavodia in #159
• plot_ppc_pava: Change default xlabel by @aloctavodia in #161

New Contributors

• @The-Broken-Keyboard made their first contribution in #124

Full Changelog: v0.3.0...v0.4.0

Release 0.3.0

This will be the final release that uses xarray-datatree library. From here on, the DataTree class from xarray itself will be used.

Initial release

Initial arviz-plots release. The main goal of this pre-release is allowing users to test out the new API for batteries included plots: see intro guide or respective API docs and a new class PlotCollection to help write custom plots (which is used internally for all batteries included plots).