Jun 22, 2025 · 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 …

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 …

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 …

May 17, 2024 · Hi, i’m trying to learn multiple (5) coefficients for each treatment group. So i set up my code so that for each “treatment” in the “treatment” plate, i draw 5 numbers from a normal …

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 …

Jun 3, 2019 · Forum For Pyro Developers

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 …

May 7, 2024 · I think I am doing the log_prob calculation correctly as the two methods produce the same values for the same data, but when I try and fit the model using MCMC I don’t get …

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 …