大家一起来完善官方教程汉化版 - Pyro Discussion Forum
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 …
Pyro Discussion Forum
Jul 2, 2025 · Forum For Pyro Developers
Diagnosing convergence for a very simple model - numpyro - Pyro ...
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 …
Shape mismatch - Misc. - Pyro Discussion Forum
Feb 23, 2024 · Hi, I am very new to SVI and Pyro in general. I am trying to implement a simple model which could be seen as an extension of the gaussian mixture example. The setup of the …
numpyro - Pyro Discussion Forum
Jun 3, 2019 · Forum For Pyro Developers
Multilevel modeling with out-of-sample prediction - numpyro
Feb 20, 2025 · Hi, I’m following the turorial on hierarchical_linear_regression and trying to apply a multilevel model to new, unseen data. The basic idea I want to implement is similar to this out …
Extra sampling site in manual guide compared to model
Mar 12, 2025 · Hi, I’m trying to write a manual guide for a model. I have a 2D array of parameters that I’ve defined like this: def model (D, E): with numpyro.plate ("x1", D): with numpyro.plate …
Adam optimizer before NUTS? - Pyro Discussion Forum
Mar 21, 2025 · I’m trying to infer the parameters of a non-linear ODE system. Would using a gradient descent optimizer like Adam (eg from optax) to initialize the guess starting point for …
Moving MCMC from CPU to GPU - Pyro Discussion Forum
May 9, 2022 · Hi all, I’ve read a few posts on the forum about how to use GPU for MCMC: Transfer SVI, NUTS and MCMC to GPU (Cuda), How to move MCMC run on GPU to CPU …
Simple Bayesian Network Example? - Pyro Discussion Forum
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 …