Xiaoyan Wang

Fixing two broken links

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Hi there. First of all, thanks for putting together such an awesome book! While reading through Chapter 2 and 3 of probmods, I noticed that two of the URLs are...

RenyiELBO/IWAE fail to converge on AIR example

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### Issue Description Hello Pyro folks. I was trying to use IWAE in the [AIR example](https://github.com/pyro-ppl/pyro/tree/dev/examples/air) to see if the stricter lower bound yields better performance than the standard ELBO....

Add Bean Machine VI to PPL Bench

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Summary: Adding VI support to PPL Bench so we can easily benchmark the performance of different configurations on the models there. To draw the samples that PPL Bench expects at...

Temporarily disable NNC-compile by default to enable PyTorch 2.0

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### Motivation I hate to do this, but it looks like the compiler upgrade in PyTorch 2.0 somehow broke the pre-existing NNC usage in Bean Machine. Therefore, the algorithms that...

Fix the use of tensor as arguments of random variables in unit tests and tutorials

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Differential Revision: D40856513