PreliZ: A tool-box for prior elicitation

What's Changed

New Features

• Add posterior_to_prior function by @rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/508
• posterior_to_prior: accept idata return string with PyMC model by @aloctavodia in https://github.com/arviz-devs/preliz/pull/512
• Add params_dict attribute by @aloctavodia in https://github.com/arviz-devs/preliz/pull/521
• Add to_pymc method to distributions by @aloctavodia in https://github.com/arviz-devs/preliz/pull/523
• Add bambi support for posterior_to_prior by @rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/522

Maintenance and bug fixes

• Solve for pymc>=5.16.0 by @rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/485
• Add legend argument to multivariate distributions by @aloctavodia in https://github.com/arviz-devs/preliz/pull/488
• Don't run tests if only docs folder changes by @OriolAbril in https://github.com/arviz-devs/preliz/pull/495
• Clean namespace and add the missing elements to API doc by @aloctavodia in https://github.com/arviz-devs/preliz/pull/511
• Update tests for posterior_to_prior by @rohanbabbar04 in https://github.com/arviz-devs/preliz/pull/515

Documentation

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

Full Changelog: https://github.com/arviz-devs/preliz/compare/0.8.1...0.9.0