"The value argument must be within the support ... - Pyro Discussion …
Jun 10, 2022 · Finally solved this! TL;DR: using float64 instead of float32 solved the issue. Users probably should prefer this practice when auto guides and models containing latent variables …
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 Inference. I want to …
VAE classification - Misc. - Pyro Discussion Forum
Mar 1, 2023 · pyro.sample, uses a stochastic function (such as a pyro distribution) to initiate the parameter store and the trace (graph structure that denotes the relationships of the pyro primitives, …
Using constraints within an nn.Module - Pyro Discussion Forum
Nov 6, 2018 · Dear Pyro team, I’m in the process of packaging the implementation of my model as a nn.Module, but am unsure as to how to manage constraints in this context; or, to put it another way, …
Bayesian CNN - Misc. - Pyro Discussion Forum
Jul 30, 2018 · Hi, I am new to pyro. To try it I wanted to train a CNN module using bayesian inference using pyro. Can Anyone help me to transform it to random_module pyro? The network is the …
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 numpyro …
Pyro Discussion Forum
Nov 26, 2025 · Forum For Pyro Developers
How to use to_event ()? - Pyro Discussion Forum
Aug 18, 2022 · How to know which 2 parameters are set to be dependent if I set to_event(2)?
Sparse variational GP: do we need to provide entire dataset at ...
Jul 4, 2021 · Hi, I’m new to this forum. While trying to use Sparse variational GP (and later on Deep GP) with Pyro, I had some questions. Would appreciate if somebody can help! I’m working with large …
Deep Markov Model (DMM) for time series prediction - Tutorials - Pyro ...
May 21, 2024 · Hi everyone, I want to use DMM for time series prediction. My training data is x [1:T], and I want to predict x [T:T+t_forecast]. However, it seems that the DMM guide model requires observed …