All pull requests

Pull requests

• fix(distributions): honor scalar multinomial total counts

  awaiting review
  #2350·Ganesh1729-ui opened Oct 14, 2026Contributor·

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• fix(distributions): correct low-rank precision triangular solve

  awaiting review
  #2348·GreedyC opened Oct 14, 2026·

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• doc(gh-2187): add mathematical documentation to MixtureSameFamily

  awaiting review
  #2346·cnYui opened Oct 13, 2026Contributor·

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• doc(gh-2187): document Gaussian copula distributions

  awaiting review
  #2345·GreedyC opened Oct 13, 2026·

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• fix: preserve zero-inflated support through enumeration

  awaiting review
  #2344·GreedyC opened Oct 13, 2026·

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• doc(gh-2187): add mathematical documentation to ZeroInflatedProbs and ZeroInflatedLogits distributions

  awaiting review
  #2343·cnYui opened Oct 12, 2026Contributor·

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• fix(gh-2338): prevent repeated vmapping of sample function in HMC

  awaiting review
  #2339·ingolfuer opened Oct 10, 2026·

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• perf(distributions): use vmap for the binomial sampler on CPU as well

  awaiting review
  #2321·kyo219 opened Oct 3, 2026Contributor·

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• perf(infer): avoid keeping two copies of single-chain MCMC samples

  awaiting review
  #2319·kyo219 opened Oct 3, 2026Contributor·

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• perf(util): avoid per-step host sync from the diagnostics string in the MCMC progress-bar loop

  awaiting review
  #2317·kyo219 opened Oct 3, 2026Contributor·

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• fix(infer): cache walker log densities in AIES

  awaiting review
  #2313·juanitorduz opened Oct 2, 2026Collaborator·

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• fix(infer): propose values in the support of DiscreteUniform in the discrete samplers

  awaiting reviewinternal
  #2290·nicoloangileri opened Sep 26, 2026Contributor·

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• docs: update development setup for uv dependency groups

  awaiting reviewdocumentation
  #2287·Yi-111-a opened Sep 24, 2026Contributor·

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• fix(contrib/funsor): explain unmatched enumeration dimensions

  awaiting review
  #2285·deeb01 opened Sep 23, 2026Contributor·

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• fix(distributions): accept infinite logits and truncation bounds

  awaiting review
  #2283·juanitorduz opened Sep 22, 2026Collaborator·

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• Add GammaGaussianHMM, LinearHMM, GaussianMRF and LinearHMMReparam

  awaiting reviewdiscussion
  #2274·juanitorduz opened Sep 17, 2026Collaborator·

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• Add numpyro.ops.gaussian and GaussianHMM with parallel Kalman marginalization

  awaiting reviewdiscussion
  #2273·juanitorduz opened Sep 17, 2026Collaborator·

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• Add SchechterMag distribution for astrophysical luminosity functions

  enhancement
  #2213·arham766 opened Jul 7, 2026·

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• Implement log spectral density for squared exponential

  awaiting response
  #2143·elliottperryman opened Feb 26, 2026·

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• Microcanonical Langevin Monte Carlo

  awaiting response
  #2039·reubenharry opened Jun 23, 2025·

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• [add] Implementation of the Beta Negative Binomial Distribution

  awaiting response
  #2031·ShozenD opened May 20, 2025·

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• Unify constraint handling for AutoContinuous, AutoDelta, AutoNormal.

  discussion
  #2015·tillahoffmann opened Apr 2, 2025Collaborator·

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• Fixing issue Samples are outside the support for DiscreteUniform dist…

  awaiting response
  #1835·Deathn0t opened Jul 24, 2024·

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• Add ICDF and CDF to BernoulliProbs

  awaiting response
  #1652·12kleingordon34 opened Sep 27, 2023·

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• Add draft of SkewMultivariateNormal

  awaiting response
  #1471·colehaus opened Aug 18, 2022Contributor·

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