pyro-ppl / numpyro
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Add cat constraint and CatTransform (#2246)

* feat(distributions): add cat constraint and transform

* test(distributions): address cat review feedback

116 of 131 new or added lines in 2 files covered. (88.55%)

14748 of 15971 relevant lines covered (92.34%)

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15971 RELEVANT LINES 14748 COVERED LINES
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Builds Branch Commit Type Ran Committer Via Coverage
32677649401 master Add cat constraint and CatTransform (#2246) * feat(distributions): add cat constraint and transform * test(distributions): address cat review feedback push web-flow github
92.34
32657582719 master Fix generator being appended instead of a list in scan carry_shapes (#2248) A missing pair of brackets in the enum scan path made carry_shapes collect a generator object instead of a list of shapes (the sibling append in body_fn builds a list). T... push web-flow github
92.37
32657710378 master Avoid per-step host sync in the SVI progress-bar loop (#2247) The progress-bar loop in SVI.run called jax.device_get(loss) on every step, blocking on the device each iteration and defeating async dispatch. Collect losses as device arrays and tran... push web-flow github
92.37
32653608150 master Drop the masked logsumexp reduction in mixture `log_prob` (#2250) The where= kwarg of jax.nn.logsumexp in _MixtureBase.log_prob forces a masked reduction that defeats XLA's fused reduction path (3x slower for MixtureSameFamily log_prob at 10k val... push web-flow github
92.37
32653337856 master Speed up posterior diagnostics (summary 1.7x, effective_sample_size 2.1x) (#2251) Three changes to numpyro/diagnostics.py: - Make autocovariance the FFT primitive and derive autocorrelation from it by lag-0 normalization, instead of computing ... push web-flow github
92.36
32518409918 master Fix provenance tracking for closed-over constants on JAX 0.11.1 (#2245) push web-flow github
92.35
31729612624 master fix NaN mixture log_prob gradient at zero weights (#2224) * pyproject.toml: add pre-commit as a dev dependency like numpyro needs Signed-off-by: Eli Sennesh <elisennesh@astera.org> * numpyro.distributions.discrete: fix NaN log_prob gradients at... push web-flow github
92.36
31600293320 master Validate num_samples in MCMC initialization (#2236) push web-flow github
92.35
31271165971 master ci: grant issues:write to pr-cleanup workflow (#2242) Removing a label requires issues:write, not just pull-requests:write, which was causing the label-removal step to fail with a 403. Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> push web-flow github
92.37
31253737177 master Avoid creating NaNs in `binary_cross_entropy_with_logits` (#2241) * Improve binary_cross_entropy_with_logits function Refactor binary_cross_entropy_with_logits to handle NaN cases more robustly. * Add boundary tests for binary_cross_entropy_wit... push web-flow github
92.37
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