Issues

• design: unify the Prior/Message hierarchy around a single-source density

  PyAutoLabs/PyAutoFit#1500 · Filter by author Jammy2211 opened on Aug 18, 2026
  3

• TransformedMessage.logpdf/pdf omit the transform Jacobian (base-space density at physical coordinates)

  PyAutoLabs/PyAutoFit#1498 · Filter by author Jammy2211 opened on Aug 18, 2026
  1

• UniformPrior bounds are not enforced in the objective on the NumPy path

  PyAutoLabs/PyAutoFit#1484 · Filter by author Jammy2211 opened on Aug 17, 2026

• Audit which searches need prior-support handling (coverage after Prodigy)

  PyAutoLabs/PyAutoFit#1481 · Filter by author Jammy2211 opened on Aug 17, 2026
  1

• fix: bound MultiStartProdigy vmap memory (interferometer release-leg OOM)

  PyAutoLabs/PyAutoFit#1452 · Filter by author Jammy2211 opened on Aug 5, 2026

• Hierarchical EP: parent scale hyperparameter collapses to ~0 with over-confident error (+ init-crash)

  PyAutoLabs/PyAutoFit#1405 · Filter by author Jammy2211 opened on Jul 21, 2026
  6

• plan: EP analytic updates — four work packages (exact PriorFactors, projection contract, linear-Gaussian, conjugate table)

  PyAutoLabs/PyAutoFit#1338 · Filter by author Jammy2211 opened on Jul 8, 2026

• research: EP review phase 1 — statistics audit of autofit/graphical

  PyAutoLabs/PyAutoFit#1332 · Filter by author Jammy2211 opened on Jul 8, 2026
  4

• Priors & messages: 9 confirmed bugs — guidance wanted on 5 decisions

  PyAutoLabs/PyAutoFit#1331 · Filter by author Jammy2211 opened on Jul 8, 2026
  3

• research: EP review phase 0 — Fable reassessment of priors/messages findings

  PyAutoLabs/PyAutoFit#1330 · Filter by author Jammy2211 opened on Jul 8, 2026
  3

• fix(autofit): resolve sample parameter-path KeyError under release profile

  PyAutoLabs/PyAutoFit#1327 · Filter by author Jammy2211 opened on Jul 8, 2026
  4