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