Aug 19, 2025 · Forum For Pyro Developers

Jun 3, 2019 · Forum For Pyro Developers

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 …

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 1, 2024 · Hi, I’m working on a model where the likelihood follows a matrix normal distribution, X ~ MN_{n,p} (M, U, V). I’m using conjugate priors: M ~ MN U ~ Inverse Wishart V ~ Inverse …

Oct 15, 2023 · I am running NUTS/MCMC (on multiple CPU cores) for a quite large dataset (400k samples) for 4 chains x 2000 steps. mcmc.run actually ran until the end, but then died with an …

Oct 12, 2023 · I’m transitioning some code from pyro to numpyro and I’ve run into an issue with the sqrt function. Below are 2 simple models doing inference of a normal distribution on some …

Oct 9, 2021 · I am using dist.Dirichlet() to model probabilities but when looking at the retrodictions after fitting they are not as I expect. I suspect I am doing something fundamentally wrong. …

Jun 28, 2019 · What tutorial are you running? Bayesian regression (Part I) What version of Pyro are you using? 0.3.3 Hi, I’ve been following this tutorial to implement a Bayesian nnet in Pyro, …

Sep 26, 2023 · Hello, I tried to construct the gaussian process model with student-t likelihood based on the following pages. Example: Gaussian Process — NumPyro documentation …