Jul 2, 2025 · Forum For Pyro Developers

Jan 31, 2018 · Hi there! This is my first time using Pyro so I am very excited to see what I can built with it.🙂 Specifically, I am trying to do finite Dirichlet Process clustering with Variational …

Mar 6, 2019 · Hi! Thanks so much for your reply. I have pyro’s stable release, are StaticSVI and LBFGS implemented in the pyro’s developers release? Because they are not in either …

Nov 17, 2018 · A Pyro program shares batch dimensions (-1, -2) across the whole program (across different sample statements). Variables assigned to different dimensions (ie -1 and -2 …

Nov 30, 2020 · Initially, Pyro seemed to provide all that and above all a very detailed documentation with many examples. However, for above stated reasons, the implementation …

Feb 19, 2019 · I’m having trouble figuring out either how to set appropriate constraints, or how to set proper guides for constrained parameters. Consider a simple regression where the location …

Mar 14, 2025 · Hello again, Related post: Batch processing Pyro models so cc: @fonnesbeck as I think he’ll be interested in batch processing Bayesian models anyway. I want to run lots of …

Jun 3, 2019 · Forum For Pyro Developers

Jan 31, 2022 · Reading Tensor shapes in Pyro — Pyro Tutorials 1.8.4 documentation I get that the log_prob tensor should have a shape of batch_shape. So why is the expected …

Feb 14, 2023 · I am trying to use a Pyro plate to define a number of conditionally independent latent parameter distributions, but am having trouble using/accessing these parameters in …