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Releases: pymc-devs/pymc

v5.5.0

09 Jun 14:56
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What's Changed

Major Changes 🛠

  • Rename basic "joint_logprob" functions to "conditional_logp" by @ricardoV94 in #6760

New Features 🎉

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Full Changelog: v5.4.1...v5.5.0

v5.4.1

30 May 09:43
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Full Changelog: v5.4.0...v5.4.1

v5.4.0

23 May 08:46
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What's Changed

Major Changes 🛠

  • Change logger names from all pymc to module name by @pdb5627 in #6712

New Features 🎉

Bugfixes 🪲

  • Rename _replace_rvs_in_graphs and fix bug when replacing input by @ricardoV94 in #6720

Documentation 📖

Maintenance 🔧

New Contributors

Full Changelog: v5.3.1...v5.4.0

v5.3.1

26 Apr 17:34
9f01be2
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What's Changed

New Features 🎉

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New Contributors

  • @PlayingData made their first contribution in #6683
  • @dehorsley made their first contribution in #6674

Full Changelog: v5.3.0...v5.3.1

v5.3.0

14 Apr 03:08
aae97a2
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What's Changed

Major Changes 🛠

  • Bump Pytensor dependency by @ricardoV94 in #6665
    • Latex and string representation of variables now uses long Distribution names x ~ N(0, 1) -> x ~ Normal(0, 1)

New Features 🎉

Bugfixes 🪲

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Full Changelog: v5.2.0...v5.3.0

v5.2.0

30 Mar 10:39
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What's Changed

Major Changes 🛠

  • Rename logprob/joint_logp to logprob/basic and move logcdf and icdf functions there by @ricardoV94 in #6599

New Features 🎉

Documentation 📖

  • Add definition of B in documentation for Beta distribution by @JoKeyser in #6604
  • Fix a typo in the docstring for OrderedLogistic by @NathanielF in #6611
  • Improved docstring for predictions argument in sample_posterior_predictive by @fonnesbeck in #6616

Maintenance 🔧

New Contributors

Full Changelog: v5.1.2...v5.2.0

v5.1.2

13 Mar 20:59
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Full Changelog: v5.1.1...v5.1.2

v5.1.1

08 Mar 13:30
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While this release carries a minor-version number increase, it is actually a major release (5.1). 5.1.0 was skipped due to a packaging issue.

What's Changed

Major Changes 🛠

  • Access to external NUTS samplers (nutpie, blackjax, numpyro) with new sample() kwarg called nuts_sampler which often provide huge speed-ups and improved convergence by @twiecki and @ricardoV94 in #6422
  • Enforce dims elements to be strings by @ricardoV94 in #6470
  • Align DEMetropolis defaults with literature recommendations by @gbrunkhorst in #6488
  • Tests are no longer part of the package by @Armavica in #6540
  • Replace rvs_to_total_sizes mapping by MinibatchRandomVariables by @ricardoV94 in #6523

New Features 🎉

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Full Changelog: v5.0.2...v5.1.1

v5.1.0

03 Mar 08:40
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v5.1.0 Pre-release
Pre-release

This release was skipped due to a packaging problem.

v5.0.2

19 Jan 17:42
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What's Changed

Major Changes 🛠

New Features 🎉

  • Infer logprob of absolute operations and fix logprob of powers with negative values by @LukeLB in #6414

Bugfixes 🪲

  • Revert "Add informative error if user tries to use Aesara function with PyTensor variables by @ricardoV94 in #6440
  • Fix bug that does not correctly set the dtype of determinsitic variab… by @jessegrabowski in #6425

Maintenance 🔧

New Contributors

Full Changelog: v5.0.1...v5.0.2