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 …

Dec 5, 2024 · Hi there, I’m building a model which is related to the scANVI pyro example for modeling count data while learning discrete clusters for data, and I’m having an issue with the …

Jan 12, 2025 · I am trying to sample in Numpyro from a jnp.array of data I already have. I know a can aprroximate it by a normal distributiion or a sum of normal distributions, however I want it …

Apr 22, 2025 · Pyro Discussion Forum Trouble Initializing Parameters for SVI. numpyro. abhi April 22, 2025, 10:19pm ...

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 …

Jun 5, 2025 · Below is a snippet of some code I have. I want to subsample a specific dimension to run SVI with the AutoNormal guide, but different sections of my output have different …

Jul 24, 2024 · Hi all, I’m using Numpyro as a NUTS sampler in a PyMC model and would like to add a callback to monitor the number of divergences and stop the sampling when it’s greater …

Apr 25, 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 …

Jan 9, 2025 · I’ve been trying to monitor convergence of model parameters using the cosine similarity between changes of parameter values. The basic idea is as follows. If the variational …

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 …