Jul 2, 2025 · Forum For Pyro Developers

Mar 10, 2021 · It seems numpyro can model latent integers using funsor, great. In this example I want to model 2 latent groups using Dirichlet and Categorical. I am struggling with the ii …

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 …

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 3, 2019 · Forum For Pyro Developers

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 …

Apr 25, 2025 · with pyro.plate("data", x.size(0)): pyro.sample("obs", dist.Normal(mu, sigma), obs=y.squeeze(-1),infer={"scale": annealing_factor}) #obs，真实数据+噪声

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 …

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 …