PyMC Files

What's Changed

Major Changes 🛠

• Add helper to extract and reinsert deterministics in a model by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/8340
• Includes breaking changes to the model fgraph IR
• Compatibility with pytensor 3.1 by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/8348
• Includes Op infer_shape signature deprecation and changes to core ops (Join and Split)
• Deprecate DensityDist in favor of CustomDist by @laishettikarthik-tech in https://github.com/pymc-devs/pymc/pull/8349

New Features 🎉

• Implement constrain_values and unconstrain_values utility by @zaxtax in https://github.com/pymc-devs/pymc/pull/8327
• Implement icdf for Bernoulli by @jacobpstein in https://github.com/pymc-devs/pymc/pull/8343

Documentation 📖

• Update installation instructions to use pip by @DrEntropy in https://github.com/pymc-devs/pymc/pull/8318
• Update install instructions to use v6 by @fonnesbeck in https://github.com/pymc-devs/pymc/pull/8323

Bugfixes 🪲

• Fix regression where passing a model into fit stopped working by @zaxtax in https://github.com/pymc-devs/pymc/pull/8316

Maintenance 🔧

• Visually split tuning/draw phase in progress bar by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/8291
• Propagate dims in LatentKron GP prior by @dhairya-motta in https://github.com/pymc-devs/pymc/pull/8322

New Contributors

• @dhairya-motta made their first contribution in https://github.com/pymc-devs/pymc/pull/8322
• @DrEntropy made their first contribution in https://github.com/pymc-devs/pymc/pull/8318
• @laishettikarthik-tech made their first contribution in https://github.com/pymc-devs/pymc/pull/8349
• @jacobpstein made their first contribution in https://github.com/pymc-devs/pymc/pull/8343

Full Changelog: https://github.com/pymc-devs/pymc/compare/v6.0.1...v6.1.0