Introducing pyro.infer.predictive.WeighedPredictive which reports weights along with predicted samples#3345

Merged

fritzo merged 10 commits intopyro-ppl:devfrom BenZickel:report_predictive_weights

Mar 26, 2024

+260-80

Commits on Mar 21, 2024

Make pyro.infer.predictive._predictive always return both the samples and trace.
Ben Zickel
committed

Commits on Mar 22, 2024

Added pyro.infer.predictive.WeighedPredictive and some of its tests.
Ben Zickel
committed
Make model_guide in call to WeighedPredictive optional.
Ben Zickel
committed
Add test for WeighedPredictive with plate and event shape.
Ben Zickel
committed
Linting and formatting updates associated with the introduction of WeighedPredictive.
Ben Zickel
committed
Fix naming from probability to log-probability.
Ben Zickel
committed
Fix backwards compatbility.
Ben Zickel
committed

Commits on Mar 25, 2024

Commits on Mar 26, 2024

Update and fix docs.
Ben Zickel
committed