pymc 6.3.0

v6.3.0

on Python PyPI

What's Changed

Major Changes 🛠

• Allow freezing model with cache compiled functions by @velochy in #8330
• compute_deterministics accepts datatree and allows extending inplace by @ricardoV94 in #8387
• Introduce step-setup in samplers by @OttoVintola in #8351

Bugfixes 🪲

• Thread sampler arguments through to numpyro/blackjax via nuts dict by @jessegrabowski in #8380
• Fix discrete censoring with discrete bounds by @ricardoV94 in #8388
• Fix xarray DataArray coord unwrapping in Model.add_coord by @williambdean in #8391

Documentation 📖

• Expand RandomWalk docstring by @pandeylakshya207-max in #8393

Maintenance 🔧

• Extend pregrad rewrites to inner graphs by @ricardoV94 in #8382
• Do not let logpow and bound checks get in the way of underflow stabilization by @ricardoV94 in #8390
• Stabilize Negative Binomial with large mu/alpha by @ricardoV94 in #8394
• Reuse compiled functions when sampling a frozen model repeatedly by @velochy in #8383

New Contributors

• @OttoVintola made their first contribution in #8351
• @pandeylakshya207-max made their first contribution in #8393

Full Changelog: v6.2.0...v6.2.1

What's Changed

Major Changes 🛠

• Allow freezing model with cache compiled functions by @velochy in #8330
• compute_deterministics accepts datatree and allows extending inplace by @ricardoV94 in #8387
• Introduce step-setup in samplers by @OttoVintola in #8351

Bugfixes 🪲

• Thread sampler arguments through to numpyro/blackjax via nuts dict by @jessegrabowski in #8380
• Fix discrete censoring with discrete bounds by @ricardoV94 in #8388
• Fix xarray DataArray coord unwrapping in Model.add_coord by @williambdean in #8391

Documentation 📖

• Expand RandomWalk docstring by @pandeylakshya207-max in #8393

Maintenance 🔧

• Extend pregrad rewrites to inner graphs by @ricardoV94 in #8382
• Do not let logpow and bound checks get in the way of underflow stabilization by @ricardoV94 in #8390
• Stabilize Negative Binomial with large mu/alpha by @ricardoV94 in #8394
• Reuse compiled functions when sampling a frozen model repeatedly by @velochy in #8383

New Contributors

• @OttoVintola made their first contribution in #8351
• @pandeylakshya207-max made their first contribution in #8393

Full Changelog: v6.2.0...v6.3.0