v0.16.1

When sampling is interrupted with a KeyboardInterrupt or a call to sampler.abort() with a non-blocking sampler, it should return the current trace.
This behavior was broken in the release yesterday however. This bugfix release restores this functionality.

v0.16.0

What's Changed

• Enable step size jitter by default
• Implement an experimental zarr trace storage backend, that allows writing the trace directly to disk

See CHANGELOG.md for details.

v0.15.2

See CHANGELOG.md

What's Changed

• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci[bot] in #220
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci[bot] in #221
• Add support for marimo notebooks by @williambdean in #224
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci[bot] in #225
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci[bot] in #226
• chore(release): prepare 0.15.2 by @aseyboldt in #229

New Contributors

• @williambdean made their first contribution in #224

Full Changelog: v0.15.1...v0.15.2

v0.15.1

What's Changed

This contains a critical bug fix for pymc models, that use a pm.Data variable with non-contiguous memory layout in the numba backend. Under some circumstances this could lead to incorrect values in the data variable during sampling.

See https://discourse.pymc.io/t/nutpie-panel-data-events-moving/17046 for more details.

New Contributors

• @henrytdsimmons made their first contribution in #216

Full Changelog: v0.15.0...v0.15.1

v0.15.0

See CHANGELOG.md

New Contributors

• @guspan-tanadi made their first contribution in #194
• @WardBrian made their first contribution in #205

Full Changelog: v0.14.3...v0.15.0

V0.14.3

What's Changed

• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #189
• Docs typos by @daniel-saunders-phil in #192
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #191
• Masked coupling by @aseyboldt in #190

New Contributors

• @daniel-saunders-phil made their first contribution in #192

See CHANGELOG.md for details

v0.14.2

See Changelog.md

v0.14.1

What's Changed

• Fix ci segfault by @aseyboldt in #181

Full Changelog: v0.14.0...v0.14.1

v0.14.0

What's Changed

• Set 'make_initial_point_fn' in 'from_pyfunc' to None by default by @tomicapretto in #175
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #172
• chore(deps): Bump actions/attest-build-provenance from 1 to 2 by @dependabot in #173
• chore(deps): Bump softprops/action-gh-release from 1 to 2 by @dependabot in #174
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #178
• chore(deps): Bump uraimo/run-on-arch-action from 2 to 3 by @dependabot in #179
• Implement normalizing flow by @aseyboldt in #180

New Contributors

• @tomicapretto made their first contribution in #175

Full Changelog: v0.13.4...v0.14.0

v0.13.4

What's Changed

• Add a lock around the pymc initialization function
• Fix CI to build wheels for all supported python versions.

Full Changelog: v0.13.3...v0.13.4