36433069456
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Ran 28 Sep 2026 02:26PM UTC

Jobs 3

Files 87

Run time 1min

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Committed 28 Sep 2026 02:03PM UTC coverage: 92.708%. Remained the same

Build # 36433069456

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push

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Commit Message

doc(gh-2187): add mathematical documentation to SoftLaplace distribution (#2288)

* doc(gh-2187): add mathematical documentation to SoftLaplace distribution

Add the closed-form PDF to the class docstring and method-level docstrings
with math for log_prob, sample, cdf, icdf, mean, and variance, matching the
style used for recently documented distributions (Poisson, Gompertz, Dagum).
Addresses the SoftLaplace item in the tracking issue #2187.

* doc(gh-2187): address review — displaystyle in PDF, log over ln, drop redundant variance form

Per @Qazalbash review:
- PDF density: add \displaystyle inside \cosh per suggestion
- log_prob: use \log instead of \ln
- icdf: use \log instead of \ln
- variance: remove redundant = pi^2 sigma^2 / 4 form

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>

Coverage Stats

15637 of 16867 relevant lines covered (92.71%)

1.7 hits per line

Jobs

ID	Job ID	Ran	Files	Coverage
1	test-inference - 36433069456.1	28 Sep 2026 03:04PM UTC	87	70.87	GitHub Action Run
2	test-modeling - 36433069456.2	28 Sep 2026 03:24PM UTC	87	70.08	GitHub Action Run
3	examples - 36433069456.3	28 Sep 2026 02:26PM UTC	87	29.06	GitHub Action Run

pyro-ppl / numpyro / 36433069456
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pyro-ppl / numpyro / 36433069456 93%

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