pymc-devs/pymc: v5.11.0

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What's Changed

Major Changes 🛠

• Rename moment to finite_logp_point by @aerubanov in https://github.com/pymc-devs/pymc/pull/7166
• Remove deprecated Bound distribution by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7176
• Remove deprecated sample_posterior_predictive_w by @aloctavodia in https://github.com/pymc-devs/pymc/pull/7179

New Features 🎉

• Add option to save model graph to an image by @aloctavodia in https://github.com/pymc-devs/pymc/pull/7158
• Run convergence checks when using JAX samplers by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7165

Bugfixes 🪲

• Fix compute_log_prior in models with Deterministics by @OriolAbril in https://github.com/pymc-devs/pymc/pull/7168
• Fix error in warn_treedepth when using multiple NUTS samplers by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7182
• Fix error in dataset_to_point_list when chain, draw are not the leading dims by @OriolAbril in https://github.com/pymc-devs/pymc/pull/7180
• Refactor get_tau_sigma and support lists of variables by @tvwenger in https://github.com/pymc-devs/pymc/pull/7185

Documentation 📖

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

Maintenance 🔧

• Remove intX and floatX from distributions by @aerubanov in https://github.com/pymc-devs/pymc/pull/7114
• Reduce number of minimum draw in warning message by @aloctavodia in https://github.com/pymc-devs/pymc/pull/7163
• Add sitemap to docs by @OriolAbril in https://github.com/pymc-devs/pymc/pull/7171
• Add gufunc signature to SymbolicRandomVariables by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/7159

New Contributors

• @apalermo01 made their first contribution in https://github.com/pymc-devs/pymc/pull/7118

Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.10.4...v5.11.0