Mar 1, 2023 · pyro.sample, uses a stochastic function (such as a pyro distribution) to initiate the parameter store and the trace (graph structure that denotes the relationships of the pyro primitives, …

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 Inference. I want to …

Nov 26, 2025 · Forum For Pyro Developers

May 15, 2024 · I am using pyro.optim.ClippedAdam and have tried clip_norm = 0.00001, 1.0, 10 and a bunch of values in between, but the gradients are always regardless and don’t appear to change …

Dec 23, 2021 · My prog prog course instructor asked me this. He taught from the course textbook: [1809.10756] An Introduction to Probabilistic Programming What controls the control flow in pyro, the …

Aug 20, 2021 · Hi, we will be adding additional language-level support for causal inference in both Pyro and NumPyro over time, hopefully in the next few months. You’re welcome to follow or contribute to …

Aug 13, 2020 · I used a probit model to compute something and now I want to calculate the WAIC and the log likelihood for this case. I was thinking of using arviz for this however when comparing it …

Aug 17, 2024 · I’ve discussed a bit with fellow scientists that argued about Rhat not being usable in the case of ensemble samplers due to the intrinsic correlation between the walkers. I am having a hard …

Apr 13, 2020 · 要做一些高斯过程相关的研究，刚接触pyro， 浏览了你的Introduction部分，能在翻译原教程的基础上加入概率图和重点提炼等以帮助理解，着实不错，当然这也是我个人觉得汉化教程最应该 …

Dec 11, 2020 · Hi and thanks again for a great package, I really like using Numpyro! I now have a setup working (see also this) where I am fitting a BetaBinomial model to some data and getting great …