Pyro Discussion Forum
Jun 22, 2025 · Forum For Pyro Developers
Batch processing numpyro models using Ray - forum.pyro.ai
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 …
Mcmc.get_samples () returns empty dict - forum.pyro.ai
Jul 4, 2021 · Hi all, I am coding the example from the MBML book, chapter 1. I am expecting to have samples within my mcmc, and I don’t think there is an issue with my model definition …
numpyro - Pyro Discussion Forum
Jun 3, 2019 · Forum For Pyro Developers
Extra sampling site in manual guide compared to model
Mar 12, 2025 · i see. this would appear to be a bug/unsupported feature. if you like, you can make a feature request on github (please include a code snippet and stack trace). however, in the …
Mixture model with discrete data in Numpyro - Pyro Discussion …
Mar 6, 2024 · Hi. Apologies for the rather long post. I am trying to modify the code from the Gaussian mixture model tutorial (I have also pulled bits of code from various other posts on …
Model and guide shapes disagree at site - Pyro Discussion Forum
May 1, 2019 · Model and guide shapes disagree at site ‘z_2’: torch.Size ( [2, 2]) vs torch.Size ( [2]) Anyone has the clue, why the shapes disagree at some point? Here is the z_t sample site …
Speed up Numpyro Model - Pyro Discussion Forum
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 …
Multiple chains slower - numpyro - Pyro Discussion Forum
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 …
Resources to learn Pyro - Pyro Discussion Forum
Nov 5, 2020 · Beyond Pyro’s tutorials, a popular community resource for getting started with Bayesian data science is the book “Statistical Rethinking”, for which all code snippets have …