[MNT] [Dependabot](deps): Bump numpyro from 0.14.0 to 0.15.0

[dependabot[bot]]

Bumps numpyro from 0.14.0 to 0.15.0.

Release notes

Sourced from numpyro's releases.

0.15.0

Breaking change: By default, Predictive will recompute the "deterministic" sites if they are provided by posterior_samples. This brings Predictive to the behavior before the 0.14.0 release. To avoid recomputing deterministic sites like in the 0.14.0 release, set Predictive(..., exclude_deterministic=False).

New modules

• Hilbert Space Gaussian Processes Approximation
• Stochastic Support

What's Changed

• Raise ValueError if deterministic site is exposed in sub-guide. by @​tillahoffmann in pyro-ppl/numpyro#1757
• Add Initial SDVI Implementation by @​treigerm in pyro-ppl/numpyro#1758
• Fix ruff not format the changes by @​fehiepsi in pyro-ppl/numpyro#1761
• Add complex constraint and real Fourier transform. by @​tillahoffmann in pyro-ppl/numpyro#1762
• Fix ruff not fixing linter errors by @​ordabayevy in pyro-ppl/numpyro#1764
• Ruff format notebooks by @​ordabayevy in pyro-ppl/numpyro#1765
• Add explicit reparametrizer. by @​tillahoffmann in pyro-ppl/numpyro#1754
• Add a warning message when using prng_key outside of seed by @​fehiepsi in pyro-ppl/numpyro#1760
• Add a note to seed handler to mention that its instances cannot be jitted directly by @​fehiepsi in pyro-ppl/numpyro#1759
• fixed lint for #1760 by @​OlaRonning in pyro-ppl/numpyro#1769
• Add RecursiveLinearTransform for linear state space models. by @​tillahoffmann in pyro-ppl/numpyro#1766
• Fix math rendering in variationally inferred parameterization tutorial by @​brendancooley in pyro-ppl/numpyro#1767
• Add ZeroSumNormal distribution by @​kylejcaron in pyro-ppl/numpyro#1751
• Verify result of biject_to satisfies the constraint. by @​tillahoffmann in pyro-ppl/numpyro#1770
• Remove the deprecated import jax.tree_map by @​fehiepsi in pyro-ppl/numpyro#1775
• Fix ensemble mcmc multiple run by @​amifalk in pyro-ppl/numpyro#1774
• Censoring example notebook by @​juanitorduz in pyro-ppl/numpyro#1773
• Avoid unnecessary reshape for trivial expand by @​fehiepsi in pyro-ppl/numpyro#1776
• Allow to use Delta on numpy arrays without moving them to jax devices by @​fehiepsi in pyro-ppl/numpyro#1777
• Do not unflatten unevaluated lazy properties. by @​tillahoffmann in pyro-ppl/numpyro#1778
• Move nested sampling docs to contrib by @​fehiepsi in pyro-ppl/numpyro#1782
• Fix image sizes censoring notebook by @​juanitorduz in pyro-ppl/numpyro#1783
• Relax check of positive definite constraint. by @​tillahoffmann in pyro-ppl/numpyro#1784
• Add entropy implementations. by @​tillahoffmann in pyro-ppl/numpyro#1787
• sample from distribution without storing by @​amifalk in pyro-ppl/numpyro#1790
• Predictive fix when deterministic sites are present by @​kylejcaron in pyro-ppl/numpyro#1789
• fix singleton plate bug by @​amifalk in pyro-ppl/numpyro#1792
• add constraints.greater_than_eq, constraints.positive_semidefinite, constraints.nonnegative by @​amifalk in pyro-ppl/numpyro#1793
• Tutorial Lotka Volterra multiple by @​A2P2 in pyro-ppl/numpyro#1701
• Different supports in component distributions for mixture models by @​Qazalbash in pyro-ppl/numpyro#1791
• Add a note that Trace_EnumELBO does not work with AutoContinuous by @​fehiepsi in pyro-ppl/numpyro#1796
• Updat .pre-commit hook version by @​juanitorduz in pyro-ppl/numpyro#1795
• Add Wishart distribution. by @​tillahoffmann in pyro-ppl/numpyro#1779
• Add HSGP contribution module by @​juanitorduz in pyro-ppl/numpyro#1794
• Bump to 0.15.0 by @​fehiepsi in pyro-ppl/numpyro#1797

New Contributors

• @​brendancooley made their first contribution in pyro-ppl/numpyro#1767
• @​kylejcaron made their first contribution in pyro-ppl/numpyro#1751
• @​A2P2 made their first contribution in pyro-ppl/numpyro#1701
• @​Qazalbash made their first contribution in pyro-ppl/numpyro#1791

... (truncated)

Commits

• 64fcc1c Bump to 0.15.0 (#1797)
• 753553f Add HSGP contribution module (#1794)
• 5eb134d Add Wishart distribution. (#1779)
• f6d86c6 Updat .pre-commit hook version (#1795)
• 2c8e79e Add a note that Trace_EnumELBO does not work with AutoContinuous (#1796)
• 1d0cedb Different supports in component distributions for mixture models (#1791)
• 2b85765 Tutorial Lotka Volterra multiple (#1701)
• bc7d651 add constraints.greater_than_eq, constraints.positive_semidefinite, constrain...
• b500936 fix singleton plate bug (#1792)
• 7c3ec50 Predictive fix when deterministic sites are present (#1789)
• Additional commits viewable in compare view

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[dependabot[bot]]

The following labels could not be found: maintenance.

[dependabot[bot]]

Looks like numpyro is no longer updatable, so this is no longer needed.