Issues

• CategoricalMADE silently maps unseen categorical values to the wrong category

  bug
  sbi-dev/sbi#2152 · Filter by author BHARATH0153 opened on Nov 4, 2026
  1

• fix: broadcast UniformNormalConvolution batch shape

  bug
  sbi-dev/sbi#2151 · Filter by author studentarijitpaul opened on Nov 4, 2026
  1

• from sbi.analysis import pairplot fails on a fresh install: No module named 'six'

  sbi-dev/sbi#2148 · Filter by author aarmens702-hub opened on Nov 4, 2026

• Add log_prob_batched() to vector field posteriors

  sbi-dev/sbi#2142 · Filter by author janfb opened on Nov 2, 2026
  

• Amortized VI: sample() and log_prob() should take one observation, like the other posteriors

  sbi-dev/sbi#2141 · Filter by author janfb opened on Nov 2, 2026
  2

• Amortized VI fails at the first iteration with a bounded prior

  bughelp wantedposteriors
  sbi-dev/sbi#2137 · Filter by author janfb opened on Nov 1, 2026

• Posterior methods give internal errors for theta of the wrong shape

  bugposteriors
  sbi-dev/sbi#2136 · Filter by author janfb opened on Nov 1, 2026
  

• Ensemble potential() and joint map() mix unnormalized component potentials

  bugposteriors
  sbi-dev/sbi#2135 · Filter by author janfb opened on Nov 1, 2026
  

• LC2ST with num_folds > 1 crashes on accelerator tensors

  sbi-dev/sbi#2132 · Filter by author BHARATH0153 opened on Nov 1, 2026
  2

• NPE potentials mishandle iid observations: wrong trial count and batch size errors

  bug
  sbi-dev/sbi#2125 · Filter by author janfb opened on Oct 29, 2026
  2

  

• EnsemblePosterior.map(x=..., individually=True) fails with a deprecation error

  bug
  sbi-dev/sbi#2121 · Filter by author janfb opened on Oct 29, 2026
  1

• SMCABC: distance_based_decay picks the wrong epsilon — cumsum(distances)/sum(distances) is not a CDF

  bug
  sbi-dev/sbi#2117 · Filter by author BHARATH0153 opened on Oct 29, 2026
  2

• simulate_for_sbi with num_workers > 1 repeats simulator noise because per-batch seeds collide

  bug
  sbi-dev/sbi#2109 · Filter by author aniketpandey05 opened on Oct 27, 2026
  3

• process_prior's casting can lead to a type mismatch between the .support and samples of the output prior

  bug
  sbi-dev/sbi#2066 · Filter by author ThomasGesseyJonesPX opened on Oct 14, 2026
  7

• LC2ST_NF does not honor the LC2ST method contract

  API changesarchitectureblockeddiagnostics
  sbi-dev/sbi#2005 · Filter by author janfb opened on Sep 3, 2026
  2

• Posterior .to() methods fail on plain torch priors and drop cached state

  bug
  sbi-dev/sbi#2004 · Filter by author janfb opened on Sep 2, 2026
  5

  

• Refactor posterior .to() methods to not erase internal state

  sbi-dev/sbi#1995 · Filter by author Jocho-Smith opened on Aug 18, 2026
  4

  

• Simplify x_o workflow: enforce bind() as the canonical way to associate observations with potentials

  sbi-dev/sbi#1994 · Filter by author Jocho-Smith opened on Aug 18, 2026
  3

  

• DeprecationWarning: removing deprecated methods

  sbi-dev/sbi#1873 · Filter by author Jocho-Smith opened on Jun 2, 2026
  2

• Feature proposal: integrating CP4SBI (local conformal calibration of credible sets) into sbi

  diagnosticsenhancementresearch
  sbi-dev/sbi#1862 · Filter by author EliasConTildePY opened on May 10, 2026
  7

• Improve vector field adaptors to not require caching

  enhancementinferencescore-flow-matching
  sbi-dev/sbi#1783 · Filter by author manuelgloeckler opened on Feb 26, 2026
  3

• Add support for multimodal data

  embedding-netsenhancementfeature request
  Feature

  sbi-dev/sbi#1672 · Filter by author StarostinV opened on Oct 7, 2025
  6

  

• Getting rid of posterior_nn, likelihood_nn,...

  API changesarchitectureestimators
  sbi-dev/sbi#1659 · Filter by author michaeldeistler opened on Sep 4, 2025
  2

  

• NaN/Inf present in the evaluation of the MoG proposal posterior SEIRb

  buginference
  sbi-dev/sbi#1570 · Filter by author ali-akhavan89 opened on Apr 17, 2025
  2

• Remaining To-Do for the new documentation website

  docs
  sbi-dev/sbi#1536 · Filter by author michaeldeistler opened on Mar 26, 2025
  16