Pyro Discussion Forum
Aug 19, 2025 · Forum For Pyro Developers
numpyro - Pyro Discussion Forum
Jun 3, 2019 · Forum For Pyro Developers
GMM SVI with relaxed categorical as latent variables - Misc. - Pyro ...
Jan 16, 2025 · Hi, I am new to pyro and wanted to infer from a GMM using SVI and relaxed categorical latent variables. Here is my attempt: import os from collections import defaultdict …
AutoDiagonalNormal found no latent variables ... - Pyro Discussion …
Feb 16, 2022 · Hello friends, I haven’t been able to work on my Pyro projects for almost a year but now I’m back. I’m trying to run some old code that I discussed previously (here and here). The …
Help post，shape problem - Pyro Discussion Forum
Apr 25, 2025 · with pyro.plate("data", x.size(0)): pyro.sample("obs", dist.Normal(mu, sigma), obs=y.squeeze(-1),infer={"scale": annealing_factor}) #obs，真实数据+噪声
Resources to learn Pyro - Pyro Discussion Forum
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 …
Variational Inference for Dirichlet process clustering - Pyro ...
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 …
Reducing MCMC memory usage - numpyro - Pyro Discussion Forum
Oct 15, 2023 · I am running NUTS/MCMC (on multiple CPU cores) for a quite large dataset (400k samples) for 4 chains x 2000 steps. mcmc.run actually ran until the end, but then died with an …
Stochastic Block Model using Pyro - Pyro Discussion Forum
Nov 30, 2020 · Initially, Pyro seemed to provide all that and above all a very detailed documentation with many examples. However, for above stated reasons, the implementation …
Model and guide shapes disagree at site - Pyro Discussion Forum
May 1, 2019 · Model and guide shapes disagree at site ‘z_2’: torch.Size ( [2, 2]) vs torch.Size ( [2]) Anyone has the clue, why the shapes disagree at some point? Here is the z_t sample site …