0.14.0

What's Changed

New Features

• Add rcParams by @aloctavodia in #615

Maintenance and bug fixes

• Add test for modes by @aloctavodia in #613
• Do not expose posterior_to_prior by @aloctavodia in #614

Documentation

• Distributions Gallery: Add pronunciation to ZIB, ZINB and ZIP by @aleicazatti in #606
• Distributions Gallery: Add Dirichlet by @aleicazatti in #608
• Distributions Gallery: Add MvNormal by @aleicazatti in #609
• Distributions Gallery: Add Mixture by @aleicazatti in #610
• Distributions Gallery: Add Hurdle by @aleicazatti in #611
• Fix Roulette docstring by @aloctavodia in #607
• Fix hurdle docstring by @aloctavodia in #612

Full Changelog: 0.13.0...0.14.0

0.13.0

What's Changed

New Features

• Add mode argument to maxent by @aloctavodia in #603

Maintenance and bug fixes

• refactor ppe and related functions by @aloctavodia in #597

Documentation

• Distribution Gallery: Add Geometric by @aleicazatti in #595
• Distributions Gallery: Improve layout Distribution Pages by @aleicazatti in #596
• Distributions Gallery: Apply new layout to distribution pages by @aleicazatti in #598
• Distribution Gallery: Add HyperGeometric by @aleicazatti in #600
• Distributions Gallery: Add ZIB by @aleicazatti in #601
• Distributions Gallery: Add ZINB by @aleicazatti in #602
• Distributions Gallery: Add ZIP by @aleicazatti in #605

Full Changelog: 0.12.0...0.13.0

0.12.0

What's Changed

New Features

• Make quartile_int a class by @rohanbabbar04 in #570
• Add Mixture modifier by @aloctavodia in #572
• Add to_bambi method by @aloctavodia in #578

Maintenance and bug fixes

• Refactor ppe by @aloctavodia in #579
• fix corner case Weibull pdf by @aloctavodia in #583
• fix corner case hdi Censored by @aloctavodia in #590
• Circular intervals for VonMises by @aloctavodia in #592
• Dirichlet: more robust joint pdf for larger values of alpha by @aloctavodia in #593

Documentation

• Distributions Gallery: Add Triangular by @aleicazatti in #571
• Distributions Gallery: Add TruncatedNormal by @aleicazatti in #573
• Distributions Gallery: Add VonMises by @aleicazatti in #574
• Distributions Gallery: Add Wald by @aleicazatti in #581
• Distributions Gallery: Add Weibull by @aleicazatti in #582
• Distributions Gallery: Add BetaBinomial by @aleicazatti in #584
• Distribution Gallery: Add Binomial by @aleicazatti in #586
• Distribution Gallery: Add DiscreteUniform by @aleicazatti in #589
• Distribution Gallery: Add Categorical by @aleicazatti in #588
• Distribution Gallery: Add DiscreteWeibull by @aleicazatti in #591
• Reorganize and update docs by @aloctavodia in #594

Full Changelog: 0.11.0...0.12.0

0.11.0

What's Changed

New Features

• Add combine_roulette function by @aloctavodia in #555
• Add combine function by @aloctavodia in #557
• mle: handle multidimensional samples by @aloctavodia in #568

Documentation

• Add ChangeLog to website by @rohanbabbar04 in #562
• Distribution Gallery: Add Laplace by @aleicazatti in #553
• Distributions Gallery: Add LogitNormal by @aleicazatti in #560
• Distributions Gallery: Add Pareto by @aleicazatti in #563
• Distributions Gallery: Add Rice by @aleicazatti in #565
• Distributions Gallery: Add SkewNormal by @aleicazatti in #566
• Distributions Gallery: Add Moyal by @aleicazatti in #561
• Distributions Gallery: Add SkewStudentT by @aleicazatti in #567
• Distribution Gallery: Add Log-Logistic by @aleicazatti in #556
• Update tagline by @aloctavodia in #558

Full Changelog: 0.10.0...0.11.0

0.10.0

What's Changed

New Features

• Extend "to_pymc" to transformed variables by @aloctavodia in #544
• Roulette is a class now and fitted distribution can be accessed with the attribute .dist by @aloctavodia in #546

Maintenance and bug fixes

• Fix bounds and psi param for Hurdle by @aloctavodia in #537
• Remove ArviZ dependency by @aloctavodia in #536
• PPA: several fixes by @aloctavodia in #549

Documentation

• Add reference to PriorDB by @aloctavodia in #535
• Distribution Gallery: Add HalfCauchy by @aleicazatti in #538
• Distribution Gallery: Add HalfNormal by @aleicazatti in #540
• Distribution Gallery: Add HalfStudentT by @aleicazatti in #541
• Distributions Gallery: Add InverseGamma by @aleicazatti in #542
• Distribution Gallery: Add Kumaraswamy by @aleicazatti in #548
• Add bounds to gallery images by @aloctavodia in #539

Full Changelog: 0.9.1...0.10.0

0.9.1

What's Changed

• clarify where optimization results are stored by @aloctavodia in #525
• Add docs for conda installation by @rohanbabbar04 in #528
• Add posterior_to_prior example by @rohanbabbar04 in #527
• Distribution Gallery: Beta Alternative Parametrization by @aleicazatti in #529
• Add NegativeBinomial and Bernoulli distributions to Gallery by @aloctavodia in #530
• Add pronunciation audios to gallery by @aloctavodia in #531
• Distribution Gallery: ALD alternative parametrization by @aleicazatti in #532
• Distribution Gallery: Alternative parametrization by @aleicazatti in #533
• Raise error if distribution passed to maxent or quartile is frozen by @aloctavodia in #534

Full Changelog: 0.9.0...0.9.1

0.9.0: fix flaky test posterior_to_prior (#524)

What's Changed

New Features

• Add posterior_to_prior function by @rohanbabbar04 in #508
• posterior_to_prior: accept idata return string with PyMC model by @aloctavodia in #512
• Add params_dict attribute by @aloctavodia in #521
• Add to_pymc method to distributions by @aloctavodia in #523
• Add bambi support for posterior_to_prior by @rohanbabbar04 in #522

Maintenance and bug fixes

• Solve for pymc>=5.16.0 by @rohanbabbar04 in #485
• Add legend argument to multivariate distributions by @aloctavodia in #488
• Don't run tests if only docs folder changes by @OriolAbril in #495
• Clean namespace and add the missing elements to API doc by @aloctavodia in #511
• Update tests for posterior_to_prior by @rohanbabbar04 in #515

Documentation

• Add Distribution Gallery by @aleicazatti in #465
• Add note about PyMC and Bambi installation by @aloctavodia in #472
• Update normal distribution page by @aleicazatti in #477
• Add Beta distribution to the gallery by @aloctavodia in #478
• Add Student's T distribution page by @aleicazatti in #480
• Gallery: Add script to generate cover images by @aloctavodia in #479
• Add logistic distribution page by @aleicazatti in #481
• Add Cauchy distribution page by @aleicazatti in #483
• Fix Logistic docstring by @aleicazatti in #484
• Add LogNormal distribution page by @aleicazatti in #486
• Add Exponential distribution page by @aleicazatti in #487
• Add Multivariate images to the distribution gallery by @aloctavodia in #489
• Gallery: Add Censored and Truncated distributions. by @aloctavodia in #490
• Add Poisson to the distribution gallery by @aloctavodia in #491
• Gallery: Add uniform distribution page by @aleicazatti in #494
• Gallery: Add asymmetric Laplace distribution by @aloctavodia in #497
• Gallery: Add beta scaled by @aloctavodia in #499
• Gallery: Uniform, remove repeated paragraph by @aleicazatti in #501
• Gallery: Default to API docs for missing cards by @aloctavodia in #502
• Distribution Gallery: add ChiSquared by @aleicazatti in #504
• Add tabs for predictive_explorer in observed_space_examples_all.rst by @rohanbabbar04 in #505
• Distribution Gallery: Add Gamma by @aleicazatti in #506
• use PreliZ style by @aloctavodia in #509
• Distributions Gallery: Add ExGaussian by @aleicazatti in #507
• Distributions Gallery: Add Gumbel by @aleicazatti in #514

Full Changelog: 0.8.1...0.9.0

0.8.1

What's Changed

• Fix Missing distributions in api_reference.rst by @rohanbabbar04 in #467
• Improve Docs for predictive functions by @rohanbabbar04 in #468
• Remove sphinx_thebe conf and dependency by @rohanbabbar04 in #469
• fix moments labels by @aloctavodia in #471

Full Changelog: 0.8.0...0.8.1

0.8.0

What's Changed

New Features

• Add pymc support to predictive explorer by @rohanbabbar04 in #450
• Add support for engine="auto" and bambi models in predictive explorer by @rohanbabbar04 in #455
• Add example for bambi and pymc to observed_space_examples by @rohanbabbar04 in #456
• use g format string for distribution repr by @aloctavodia in #459
• improve hdi computation and interval representation by @aloctavodia in #458

Maintenance and bug fixes

• Fix TruncatedNormal Docs by @rohanbabbar04 in #446
• improve interval report by @aloctavodia in #457
• fix small issues in docstrings by @aloctavodia in #454

Full Changelog**: 0.7.0...0.8.0

0.7.0

What's Changed

New Features

• Add LogLogistic distribution by @aloctavodia in #438
• Adds support for multiple targets with weights to ppe by @rohanbabbar04 in #442

Maintenance and bug fixes

• relax mle test by @aloctavodia in #441
• Add tests to ppe by @rohanbabbar04 in #436
• improve x_val by @aloctavodia in #440

Full Changelog: 0.6.3...0.7.0