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pyro-ppl / numpyro / 39302940725
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Build:
DEFAULT BRANCH: master
Ran 19 Oct 2026 06:47PM UTC
Jobs 3
Files 87
Run time 1min
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19 Oct 2026 06:27PM UTC coverage: 92.79%. Remained the same
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fix(distributions): account for the anchor in the simplex-to-ordered Jacobian (#2372)

* fix(distributions): account for the anchor in the simplex-to-ordered Jacobian

I found that nonzero anchor points changed the Jacobian used for simplex-to-ordered priors, giving incorrect transformed log probabilities. I subtract the anchor before evaluating the Jacobian and add scalar and batched regression coverage against a closed-form reference.

Assisted-by: Claude
Assisted-by: GPT-6 Astra
Signed-off-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>

* doc: drop the anchor note from SimplexToOrderedTransform

I removed the docstring sentence about the anchor, as suggested in review.

Assisted-by: Claude
Assisted-by: GPT-6 Astra
Signed-off-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>

---------

Signed-off-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>
Co-authored-by: mottopanikeiku <176798723+mottopanikeiku@users.noreply.github.com>

1 of 1 new or added line in 1 file covered. (100.0%)

15753 of 16977 relevant lines covered (92.79%)

1.7 hits per line

Jobs
ID Job ID Ran Files Coverage
1 test-modeling - 39302940725.1 19 Oct 2026 07:51PM UTC 87
70.09
GitHub Action Run
2 test-inference - 39302940725.2 19 Oct 2026 07:27PM UTC 87
71.08
GitHub Action Run
3 examples - 39302940725.3 19 Oct 2026 06:47PM UTC 87
29.06
GitHub Action Run
Source Files on build 39302940725
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