PyMC3 Files

What's Changed

New Features 🎉

• Added quiet argument to sample() to suppress all output. by @fonnesbeck in https://github.com/pymc-devs/pymc/pull/8023
• Implement logccdf helper for numerically stable log survival function by @maresb in https://github.com/pymc-devs/pymc/pull/7996
• Add logprob support for leaky-ReLU switch transforms by @eclipse1605 in https://github.com/pymc-devs/pymc/pull/7995
• Allow constant branches in logprob of switch/join/make_vector by @eclipse1605 in https://github.com/pymc-devs/pymc/pull/8008
• Implement Uniform and TruncatedNormal dims distributions by @ricardoV94 in https://github.com/pymc-devs/pymc/pull/8065

Documentation 📖

• Add Docstrings for pymc.dims.distributions.scalar by @MSK-005 in https://github.com/pymc-devs/pymc/pull/8041
• Update links and remove reference to pymc 4 by @aloctavodia in https://github.com/pymc-devs/pymc/pull/8068

Maintenance 🔧

• Fix NaN gradients in Hurdle distributions for continuous components by @pirzada-ahmadfaraz in https://github.com/pymc-devs/pymc/pull/8057
• Only use threadpool_limits when start method is not fork by @fonnesbeck in https://github.com/pymc-devs/pymc/pull/8044
• Adapt progress bars for use in marimo by @fonnesbeck in https://github.com/pymc-devs/pymc/pull/8055
• Clarify dims error message to reference as_xtensor by @AdishreeB in https://github.com/pymc-devs/pymc/pull/8066
• Updated pymc.distributions.transforms docstring by @Cassiebastress in https://github.com/pymc-devs/pymc/pull/8028

New Contributors

• @jyotihotwani25 made their first contribution in https://github.com/pymc-devs/pymc/pull/8031
• @eclipse1605 made their first contribution in https://github.com/pymc-devs/pymc/pull/7995
• @pirzada-ahmadfaraz made their first contribution in https://github.com/pymc-devs/pymc/pull/8057
• @MSK-005 made their first contribution in https://github.com/pymc-devs/pymc/pull/8041
• @AdishreeB made their first contribution in https://github.com/pymc-devs/pymc/pull/8066
• @Jiya873 made their first contribution in https://github.com/pymc-devs/pymc/pull/8006
• @Cassiebastress made their first contribution in https://github.com/pymc-devs/pymc/pull/8028

Full Changelog: https://github.com/pymc-devs/pymc/compare/v5.27.0...v5.27.1