Feb 10, 2025 · The Future of Pyro It’s been almost three years since we released the alpha version of Pyro in November 2017. And what a ride it’s been! We’ve been thrilled to see our …

Mar 6, 2019 · Thanks so much for your reply. I have pyro’s stable release, are StaticSVI and LBFGS implemented in the pyro’s developers release? Because they are not in either …

Dec 17, 2023 · I was curious if pyro would easily enable putting a Gaussian mixture model (GMM) as the prior on the latent space of a VAE. I took the VAE tutorial code and changed the model …

Feb 4, 2025 · Forum For Pyro Developers. Developing a deeper intuition for HMC, connecting the underlying intuition with hamiltons equations

Jun 5, 2024 · Hi! I’m trying to use a custom, pre-generated prior in my model but it seems that the model training doesn’t sample from the prior at all. The omega is [200, 1] and they are the …

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 …

Feb 19, 2024 · Hello. I am following tutorial from Bayesian Regression Using NumPyro in the [11] code block that has rng_key, rng_key_ = random.split(rng_key) predictive = Predictive(model, …

Jun 23, 2021 · Hi pyro experts, I come from the general ML/DL world, but am a noob in Bayesian methodologies. I read this Tutorial on scaling SVI to large datasets, and had a few questions …

Mar 3, 2022 · I have a conceptual problem getting Pyro to learn the parameters of a distribution using SVI. For some reason, SVI is not correctly learning the sigma/scale parameter of a …

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 …