pymc-devs/pymc v5.11.0

on GitHub

What's Changed

Major Changes 🛠

• Rename moment to support_point by @aerubanov in #7166
• Remove intX and floatX calls from distributions by @aerubanov in #7114
• Remove deprecated Bound distribution by @ricardoV94 in #7176
• Remove deprecated sample_posterior_predictive_w by @aloctavodia in #7179

New Features 🎉

• Add option to save model graph to an image by @aloctavodia in #7158
• Run convergence checks when using JAX samplers by @ricardoV94 in #7165

Bugfixes 🪲

• Fix compute_log_prior in models with Deterministics by @OriolAbril in #7168
• Fix error in warn_treedepth when using multiple NUTS samplers by @ricardoV94 in #7182
• Fix error in dataset_to_point_list when chain, draw are not the leading dims by @OriolAbril in #7180
• Refactor get_tau_sigma and support lists of variables by @tvwenger in #7185

Documentation 📖

• Update link of Bayesian Analysis with Python book to third edition by @aloctavodia in #7161
• Fix typo in developer guide by @erik-werner in #7170
• Add examples explaining advanced applications of sample_posterior_predictive by @ricardoV94 in #7014
• Updated docstrings in pymc.model.core.Model by @apalermo01 in #7118
• Explain how to obtain the model graphviz in a non-Ipython environment by @Armavica in #7181
• Improve HSGP and ZeroInflated / Hurdle distributions docs by @AlexAndorra in #7189

Maintenance 🔧

• Reduce number of minimum draw in warning message by @aloctavodia in #7163
• Add sitemap to docs by @OriolAbril in #7171
• Add gufunc signature to SymbolicRandomVariables by @ricardoV94 in #7159

New Contributors

• @apalermo01 made their first contribution in #7118

Full Changelog: v5.10.4...v5.11.0