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 …

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 …

Jul 6, 2022 · I cannot differentiate the usages between pyro.sample and pyro.param. Could you please give an example of simple discrete bayesian network where each node is categorical …

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 …

Nov 24, 2022 · I’m seeking advice on improving runtime performance of the below numpyro model. Model Description: I have a dataset of L objects. For each object, I sample a discrete …

Jun 3, 2019 · Forum For Pyro Developers

Sep 11, 2022 · Hello, I am new to numpyro, so please bear with me. A few year ago I wrote in Stan a spatiotemporal model for analysing climate extremes. Recently, I decided to translate …

Jun 25, 2021 · Hi everyone I’ve followed the tutorial “SVI Part I” with no trouble. I tried to take a step further and add a bit of complexity. That’s the set up of the problem: I have one Bernoulli …

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 …