v0.9.2

What's Changed

Just a minor bugfix release

⚠️ Note that nutpie no longer depends on PyMC. If you want to use the PyMC backend you must install both PyMC and Numba. ⚠️

Bugfix

• Handle missing libraries more robustly by @maresb in #72
• Handle case where coords from PyMC is None by @aseyboldt in #65

Maintenance

• Add dependabot.yml by @maresb in #80
• Improve README by @maresb in #66, #69, #70, #71
• Prepare v0.9.2 release by @maresb in #86

New Contributors

• @maresb made their first contribution in #66

Full Changelog: v0.9.1...v0.9.2

Version 0.9.1

What's Changed

• Prepare push for version 0.9.1 by @lucianopaz in #64

New Contributors

• @lucianopaz made their first contribution in #64

Full Changelog: v0.9.0...v0.9.1

Version 0.9.0

See Changelog file for details

What's Changed

• Prepare 0.9 release by @aseyboldt in #58
• fix make_initial_point_fn by @ferrine in #61

Full Changelog: v0.8.1...v0.9.0

v0.8.1

What's Changed

• fix #54 with rvs_to_values[obs] by @ferrine in #55

Full Changelog: v0.8.0...v0.8.1

Version 0.8.0

v0.8.0

chore: Update deps

0.7.0

See Changelog.md

v0.6.0

This release allow users to sample from stan models using bridgestan.

What's Changed

• Add maturin-upload.yml GH action by @twiecki in #29
• Remove --no-index from pip install. by @twiecki in #31
• Added type hints and return values to user-facing functions by @fonnesbeck in #33
• Remove unnecessary align in the user_data dtype by @aseyboldt in #41
• Write the trace in rust and add bridgestan interface by @aseyboldt in #42
• Fix shape of stan variables by @aseyboldt in #46
• Update README by @aseyboldt in #47
• Prepare release by @aseyboldt in #48

New Contributors

• @fonnesbeck made their first contribution in #33

Full Changelog: v0.5.1...v0.6.0

Prerelease for v0.6.0

This is the first release to use bridgestan to make it easy to sample Stan models.

In this release we switch the internal backend for storing traces from numpy to arrow (we still return an arviz InferenceData object in nutpie.sample). The trace and sample stats are now written in rust without needing to hold the GIL, so sampling multiple models in parallel is significantly faster.

What's Changed

• Add maturin-upload.yml GH action by @twiecki in #29
• Remove --no-index from pip install. by @twiecki in #31
• Added type hints and return values to user-facing functions by @fonnesbeck in #33
• Remove unnecessary align in the user_data dtype by @aseyboldt in #41
• Write the trace in rust and add bridgestan interface by @aseyboldt in #42
• Fix shape of stan variables by @aseyboldt in #46
• Update README by @aseyboldt in #47

New Contributors

• @fonnesbeck made their first contribution in #33

Full Changelog: v0.5.1...v0.6.0-beta

Version 0.5.1

Update rust dependencies.

What's Changed

• Run cargo update by @aseyboldt in #26
• Bump versions in Cargo.toml and pyproject.toml by @aseyboldt in #28

Full Changelog: v0.5.0...v0.5.1

v0.5.0

What's Changed

• Cargo update by @aseyboldt in #17
• Fix error due to move of aeppl to pymc by @aseyboldt in #18
• Update to use pytensor by @aseyboldt in #20
• Replace aesara with pytensor by @twiecki in #24
• Update README with pm.ZeroSumNormal by @AlexAndorra in #15

New Contributors

• @twiecki made their first contribution in #24
• @AlexAndorra made their first contribution in #15

Full Changelog: v0.4.0...v0.5.0