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Bump tensorflow-probability from 0.19.0 to 0.21.0 #35

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@dependabot dependabot bot commented on behalf of github Sep 1, 2023

Bumps tensorflow-probability from 0.19.0 to 0.21.0.

Release notes

Sourced from tensorflow-probability's releases.

TensorFlow Probability 0.21.0

Release notes

This is the 0.21.0 release of TensorFlow Probability. It is tested and stable against TensorFlow version 2.13 and JAX 0.4.14 .

Change notes

[no major changes]

Huge thanks to all the contributors to this release!

  • bjp
  • chansoo
  • colcarroll
  • emilyaf
  • feyu
  • flang
  • Jacob Burnim
  • jburnim
  • jcater
  • juanantoniomc
  • Matthew Feickert
  • oskarfernlund
  • phawkins
  • schwartzedward
  • siege
  • Srinivas Vasudevan
  • ursk

TensorFlow Probability 0.20.0

Release notes

This is the 0.20 release of TensorFlow Probability. It is tested and stable against TensorFlow version 2.12 and JAX 0.4.8 .

Change notes

  • Add LinearOperatorBasis and LinearOperatorRowBlock.
  • Ensure Dirichlet and RelaxedOneHotCategorical transform correctly under bijectors.
  • Add SphericalSpace and use in all Spherical Distributions
  • Add GeneralSpace.transform_general
  • Fix guitar numpy rewrite_equivalence_test.
  • BREAKING CHANGE: Ignore deprecated always_yield_multivariante_normal arg to tfd.GaussianProcess and tfd.GaussianProcessRegressionModel so that event shape is always [1] for a single index point.
  • Create a bayesopt submodule of TFP experimental and add acquisition functions.
  • Add the FeatureScaledWithCategorical kernel, a PSD kernel over structures of continuous and categorical data, to TFP experimental.
  • [BREAKING] Remove deprecated arg BDF.use_pfor_to_compute_jacobian.

Huge thanks to all the contributors to this release!

... (truncated)

Commits
  • 6d5fb16 Update version and TF version requirement for TFP 0.21.0 release.
  • 714d547 Allow unit tests to disable 64 bit precision mode in jax.
  • 3f42739 Fix batch slicing of precomputed GPRM.
  • 6f62a06 Fix gamma_exponential psd kernel so that the covariance is
  • 8f45820 pylint errors
  • 3871387 changed signature of pivoted_cholesky
  • 133809b Restrict range of ndtri_test since numpy is less accurate near the tails.
  • 6504bc5 Shard student_t_process_test to make it less flaky.
  • fc5dd37 Try fixing testSimplexAffine.
  • 79c2cf5 Make tf2numpy.linalg.eigh return a tuple when numpy version >= 1.25.
  • Additional commits viewable in compare view

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gbrunin and others added 19 commits June 27, 2022 12:04
…gfaults appear with very small datasets (testing).
Possibility to tune random_state in feature selection. Useful when se…
Bumps [tensorflow-probability](https://github.com/tensorflow/probability) from 0.19.0 to 0.21.0.
- [Release notes](https://github.com/tensorflow/probability/releases)
- [Commits](tensorflow/probability@v0.19.0...v0.21.0)

---
updated-dependencies:
- dependency-name: tensorflow-probability
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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dependabot bot commented on behalf of github Sep 1, 2023

The following labels could not be found: dependency_updates.

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