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pyro-ppl / numpyro / 13773802920
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DEFAULT BRANCH: master
Ran 10 Mar 2025 08:36PM UTC
Jobs 3
Files 87
Run time 2min
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10 Mar 2025 08:08PM UTC coverage: 92.91% (+0.06%) from 92.847%
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Add `CirculantNormal` distribution. (#1988)

* Add `CirculantNormal` distribution.

* Fix Jacobian of `RealFastFourierTransform`.

* Add transform to pack and unpack Fourier coefficients.

* Implement `CirculantNormal` using transformations.

* Fix typo in skip reason for `test_generated_sample_distribution`.

* Add `CirculantNormal` example notebook.

* Reformat `circulant_gp` example notebook.

* Fix keyword argument for `PackRealFastFourierCoefficientsTransform` test.

* Fix batch shape for mean, covariance_row, covariance_matrix.

* Add analytic KL divergence of diagonal `Normal` from `CirculantNormal`.

* Fix sign bug in `_PositiveDefiniteCirculantVector` validity check.

* Expand docstring and add references for `Circulant` distribution.

* Fix shape promotion for `Circulant` distribution args.

* Skip goodnes of fit test for `CirculantNormal`.

* Expand docstring of `CirculantNormal`.

* Update example and move legend.

---------

Co-authored-by: Du Phan <fehiepsi@gmail.com>

118 of 120 new or added lines in 5 files covered. (98.33%)

13590 of 14627 relevant lines covered (92.91%)

1.98 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
1
94.53
-0.11% numpyro/distributions/constraints.py
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0.18% numpyro/distributions/kl.py
Jobs
ID Job ID Ran Files Coverage
1 test-inference - 13773802920.1 10 Mar 2025 08:51PM UTC 87
72.52
GitHub Action Run
2 test-modeling - 13773802920.2 10 Mar 2025 08:45PM UTC 87
69.52
GitHub Action Run
3 examples - 13773802920.3 10 Mar 2025 08:36PM UTC 87
56.3
GitHub Action Run
Source Files on build 13773802920
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