All pull requests

Pull requests

• Add include_measurement_error option to conditional sampling

  #809·anirudh12032008 opened Oct 24, 2026·

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  1

• Return smoothed shocks from sample_filter_outputs

  #808·anirudh12032008 opened Oct 24, 2026·

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  1

• Annotate find_MAP as returning a DataTree

  #807·dchaudhari7177 opened Oct 22, 2026·1 task done·

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  1

• Add a MovingAverage structural component

  #806·anirudh12032008 opened Oct 22, 2026·

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  1

• Read optimizer capabilities from MINIMIZE_CONFIGS instead of the removed MINIMIZE_MODE_KWARGS

  #805·G26karthik opened Oct 21, 2026Contributor·

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  3

• Require pytensor>=3.3.1 for the conditional sampling fix in #736

  #804·G26karthik opened Oct 21, 2026Contributor·

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  1

• ENH: support known time-varying measurement variance

  #799·leninworld opened Oct 17, 2026·

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  1

• Build the full-rank ADVI guide's Cholesky factor with constant indices

  advibuginference
  #795·jessegrabowski opened Oct 12, 2026Member·

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  2

• Fix forecast with exogenous data on custom statespace models

  #794·jessegrabowski opened Oct 12, 2026Member·

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  2

• Replace the hand-rolled ADVI optimizers with pytensor-ml

  #793·jessegrabowski opened Oct 11, 2026Member·

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  5

• Add model_to_float32 / model_to_float64 model transforms

  #786·velochy opened Oct 2, 2026Contributor·

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• Add distribution registry for the Prior class

  #784·williambdean opened Sep 30, 2026Collaborator·

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  24

  

• Seed the ADVI trainer's functions before compiling, as pymc does

  advienhancements
  #781·jessegrabowski opened Sep 18, 2026Member·

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  8

• Fix pathfinder's forked workers hanging on MKL and crashing on Accelerate

  bug
  #775·jessegrabowski opened Sep 12, 2026Member·

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  9

• fix: keep tensor parameters wired in create_likelihood_variable

  #765·anevolbap opened Sep 8, 2026Contributor·

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  1

• Support deterministic post-estimation for point estimates in statespace models

  #763·dhairya-motta opened Sep 8, 2026·

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• Take the dataset size from the stream, not from len(data)

  #760·YichengYang-Ethan opened Sep 4, 2026Contributor·

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  1

• Return fit and optimizer_result groups from fit_advi

  advienhancements
  #756·jessegrabowski opened Aug 30, 2026Member·

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  9

• MLX MCLMC sampler

  enhancementsinference
  #743·jessegrabowski opened Aug 20, 2026Member·

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  8

• Carry the time-varying flag on the matrix instead of in name lists

  enhancementsstatespace
  #739·jessegrabowski opened Aug 16, 2026Member·

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  4

• Add CheckLossConvergence: loss-based early stopping for noisy (minibatch) ELBO traces

  #733·YichengYang-Ethan opened Aug 11, 2026Contributor·

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• Add Fisher noncentral hypergeometric distribution

  #726·kaylimekay opened Aug 8, 2026·

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  11

• Add pymc_extras.terms: composable subgraphs for PyMC + xarray

  #725·williambdean opened Aug 7, 2026Collaborator·

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  16

• Fix nested Prior objects failing in .preliz property

  #723·sanketwahane opened Aug 3, 2026·

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• Streaming Pathfinder: minibatch L-BFGS with same-batch curvature pairs

  #722·YichengYang-Ethan opened Jul 31, 2026Contributor·

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  2