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 …

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 …

Aug 19, 2025 · Forum For Pyro Developers

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 parameter fit …

Apr 5, 2020 · This is kind of a continuation of an earlier issue I posted a week or two ago, where I was not able to recover the distribution of a latent variable in a simple model of exponential growth. …

Jan 2, 2023 · The linear regression model below is currently not converging based on ELBO Loss. I’m using simulated data to test the model, and I’m not sure if the model is appropriately setup. About the …

May 16, 2024 · Hi, I’m new to pyro, so I apologize if this is too trivial for a post, but I cannot find out what’s wrong with my code. I wanted to replicate the results of Variational Inference: The Basics | by …

Feb 17, 2019 · Hello, first off, amazing job on Pyro! Major kudos 🙂 How do I sample from the posterior predictive for an SVI-trained model efficiently? At the moment, I sample a guide trace for each …

May 26, 2023 · I was running a GP regression on my data using a RBF kernel: pyro.clear_param_store () #convert RSL data into tonsors X = torch.tensor (NJ_rsl_age).flatten () #standardise age y = …

Apr 11, 2024 · Dear all, I would like to run a Dirichlet Multinomial with centered random effects. Before applying the model to my data, I wanted to ensure that the model is correctly specified. I conducted a …