Pyro Discussion Forum
Aug 5, 2025 · Forum For Pyro Developers
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
Batch processing numpyro models using Ray - forum.pyro.ai
Mar 14, 2025 · Hello again, Related post: Batch processing Pyro models so cc: @fonnesbeck as I think he’ll be interested in batch processing Bayesian models anyway. I want to run lots of …
Denoising VAE - Tutorials - Pyro Discussion Forum
Jul 10, 2024 · Hi, I’m using the latest pyro and tutorials. In another place I have a BVAE pytorch implementation that trains on audio waveforms and denoises them by losing information …
Extra sampling site in manual guide compared to model
Mar 12, 2025 · i see. this would appear to be a bug/unsupported feature. if you like, you can make a feature request on github (please include a code snippet and stack trace). however, in the …
numpyro - Pyro Discussion Forum
Jun 3, 2019 · Forum For Pyro Developers
How to calculate probability as correlation matrix? - Tutorials
Jun 15, 2021 · We just want to calculate the co-occurrence probability of features (output like a correlation matrix, Input is an M*N matrix (M features, N samples). From our experience, we …
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 …
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 …
Regarding using a custom distribution with HMC - Misc. - Pyro ...
Jul 27, 2022 · Dear developers and other PYRO experts, I have been trying to set up an HMC/MCMC/NUTS sampling routine with PYRO, specifically by providing my own likelihood …