Preliz

What's Changed

New features

* Add Hurdle distribution by aloctavodia in https://github.com/arviz-devs/preliz/pull/398

Add custom distribution (not SciPy wrappers):
* Add Logistic by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/394
* Add Gumbel by aloctavodia in https://github.com/arviz-devs/preliz/pull/395
* Add Pareto by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/396
* Add Cauchy by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/401
* Add LogNormal by aloctavodia in https://github.com/arviz-devs/preliz/pull/402
* Add Kumaraswamy by aloctavodia in https://github.com/arviz-devs/preliz/pull/403
* Add ChiSquared distribution by aloctavodia in https://github.com/arviz-devs/preliz/pull/404
* Add Moyal by aloctavodia in https://github.com/arviz-devs/preliz/pull/405
* Add LogitNormal by aloctavodia in https://github.com/arviz-devs/preliz/pull/406
* Add hypergeometric by aloctavodia in https://github.com/arviz-devs/preliz/pull/407
* Add HalfCauchy by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/409
* Add DiscreteWeibull by aloctavodia in https://github.com/arviz-devs/preliz/pull/410
* Add BetaBinomial by aloctavodia in https://github.com/arviz-devs/preliz/pull/411
* Add TruncatedNormal by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/414
* Add SkewNormal by aloctavodia in https://github.com/arviz-devs/preliz/pull/415
* Add Rice by aloctavodia in https://github.com/arviz-devs/preliz/pull/416
* Add BetaScaled by aloctavodia in https://github.com/arviz-devs/preliz/pull/417
* Add ExGaussian by aloctavodia in https://github.com/arviz-devs/preliz/pull/419

Bug fixes and maintenance
* Add env.yml files for conda/mamba install by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/400
* Remove transition code by aloctavodia in https://github.com/arviz-devs/preliz/pull/420
* improve logpdf ExGaussian by aloctavodia in https://github.com/arviz-devs/preliz/pull/421
* Use neg_logpdf by aloctavodia in https://github.com/arviz-devs/preliz/pull/422
* Fix doc style for ZIB by aloctavodia in https://github.com/arviz-devs/preliz/pull/412
* Remove interpolation for plot_pdf of discrete variables by aloctavodia in https://github.com/arviz-devs/preliz/pull

**Full Changelog**: https://github.com/arviz-devs/preliz/compare/0.5.0...0.6.0

What's Changed

New features
* Add Truncated and Censored distributions by aloctavodia in https://github.com/arviz-devs/preliz/pull/370 and in https://github.com/arviz-devs/preliz/pull/372

Bug fixes and maintenance
* Fix bug for predictive_explorer and hist by aloctavodia in https://github.com/arviz-devs/preliz/pull/381
* Beta: rename kappa to nu by aloctavodia in https://github.com/arviz-devs/preliz/pull/385
* Add Python 3.12 to tests by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/390

Add custom distribution (not SciPy wrappers):
* Add VonMises by aloctavodia in https://github.com/arviz-devs/preliz/pull/376
* Add StudentT and HalfStudentT by aloctavodia in https://github.com/arviz-devs/preliz/pull/379
* Add InverseGamma by aloctavodia in https://github.com/arviz-devs/preliz/pull/382
* Add Wald by aloctavodia in https://github.com/arviz-devs/preliz/pull/384
* Add Gamma by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/387
* Add Uniform and DiscreteUniform by aloctavodia in https://github.com/arviz-devs/preliz/pull/388
* Add Categorical by aloctavodia in https://github.com/arviz-devs/preliz/pull/389
* Add Triangular by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/391
* Add Geometric by aloctavodia in https://github.com/arviz-devs/preliz/pull/392


**Full Changelog**: https://github.com/arviz-devs/preliz/compare/0.4.1...0.5.0

What's Changed
* Ipython should be optional by aloctavodia in https://github.com/arviz-devs/preliz/pull/369


**Full Changelog**: https://github.com/arviz-devs/preliz/compare/0.4.0...0.4.1

What's Changed
* Add plot_interactive to MvNormal by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/337
* Dirichlet Elicitation by nishant42491 in https://github.com/arviz-devs/preliz/pull/327
* Add faster Normal implementation by aloctavodia in https://github.com/arviz-devs/preliz/pull/344
* Add ppe method for predictive elicitation (very experimental) by aloctavodia in https://github.com/arviz-devs/preliz/pull/336
* Add faster HalfNormal distribution by aloctavodia in https://github.com/arviz-devs/preliz/pull/346
* Add faster Poisson by aloctavodia in https://github.com/arviz-devs/preliz/pull/347
* Add faster Bernoulli and Binomial by aloctavodia in https://github.com/arviz-devs/preliz/pull/348
* Add faster Beta by aloctavodia in https://github.com/arviz-devs/preliz/pull/350
* Add faster NegativeBinomial by aloctavodia in https://github.com/arviz-devs/preliz/pull/351
* Add faster Weibull by aloctavodia in https://github.com/arviz-devs/preliz/pull/353
* Add neg_log_pdf private method by aloctavodia in https://github.com/arviz-devs/preliz/pull/354
* Add faster Exponential by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/355
* Add faster Laplace by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/356
* Add n_points argument to x_vals. by aloctavodia in https://github.com/arviz-devs/preliz/pull/357
* Add faster ZINB by aloctavodia in https://github.com/arviz-devs/preliz/pull/359
* Add faster ZIP by aloctavodia in https://github.com/arviz-devs/preliz/pull/360
* Add faster ZIB by aloctavodia in https://github.com/arviz-devs/preliz/pull/362
* Add faster Asymmetric Laplace by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/364


**Full Changelog**: https://github.com/arviz-devs/preliz/compare/0.3.8...0.4.0

What's Changed
* Add example for plot_func by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/311
* Added quartile_int to `Direct elicitation in 1D by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/312
* Adding tests for ppa by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/313
* Add elicitation of Beta distribution with bounds and mode by nishant42491 in https://github.com/arviz-devs/preliz/pull/309
* Add checkboxes to control distributions in roulette by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/318
* Make default mass values consistent, invert order fmt-mass, check fmt is a string by aloctavodia in https://github.com/arviz-devs/preliz/pull/314
* Update roulette plot and gif by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/322
* Add beta mode tests by nishant42491 in https://github.com/arviz-devs/preliz/pull/323
* Updated ppa widgets to include references by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/328
* Fix MLE for halfnormal by aloctavodia in https://github.com/arviz-devs/preliz/pull/329
* Remove predictive_finder by aloctavodia in https://github.com/arviz-devs/preliz/pull/330
* Add plot_interactive to Dirichlet by rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/332



New Contributors
* rohanbabbar04 made their first contribution in https://github.com/arviz-devs/preliz/pull/311
* nishant42491 made their first contribution in https://github.com/arviz-devs/preliz/pull/309

**Full Changelog**: https://github.com/arviz-devs/preliz/compare/0.3.7...0.3.8

What's Changed
* refactor ppa by aloctavodia in https://github.com/arviz-devs/preliz/pull/295
* Refactor PPA to improve internal documentation by aloctavodia in https://github.com/arviz-devs/preliz/pull/296
* Use systematic resampling for predictive finder by aloctavodia in https://github.com/arviz-devs/preliz/pull/297
* ensure integer x-axis for pmf by aloctavodia in https://github.com/arviz-devs/preliz/pull/298
* fix bug beta distribution sigma/kappa by aloctavodia in https://github.com/arviz-devs/preliz/pull/299
* Bambi parser (very experimental)) by aloctavodia in https://github.com/arviz-devs/preliz/pull/300
* handle comments by aloctavodia in https://github.com/arviz-devs/preliz/pull/301
* add reference values to predictive explorer by aloctavodia in https://github.com/arviz-devs/preliz/pull/302
* check psi valid values for ZeroInflated distributions by aloctavodia in https://github.com/arviz-devs/preliz/pull/304
* add references by aloctavodia in https://github.com/arviz-devs/preliz/pull/305
* Override entropy of TruncatedNormal by aloctavodia in https://github.com/arviz-devs/preliz/pull/306
* predictive_explorer: Add option for custom plot by aloctavodia in https://github.com/arviz-devs/preliz/pull/307


**Full Changelog**: https://github.com/arviz-devs/preliz/compare/0.3.6...0.3.7