Aug 19, 2025 · Forum For Pyro Developers

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 …

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 …

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 …

Mar 28, 2023 · Given that the model runs perfectly on GPU when I remove self.len_train from pyro.plate, which describes that the inputed batch is a part of a longer dataset on length ‘len …

Jul 6, 2022 · I cannot differentiate the usages between pyro.sample and pyro.param. Could you please give an example of simple discrete bayesian network where each node is categorical …

Jun 9, 2022 · But when I include the statements, the model runs into issues because I believe the self.cuda () I’m using is not putting the Pyro parameters on the GPU. So, my question is, what …

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 …

Jun 11, 2023 · First of all, thank you for this great library! I am trying to run a model that has a computationally intensive likelihood function. That is, in the definition of my numpyro model, I …

Feb 14, 2018 · Hi Pyro devs, would you mind explaining Pyro programs from the perspective of the trace? That is, in probabilistic programming systems (PPS) one can think of inference as …