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, …

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 …

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 …

Aug 5, 2020 · pyro.sample("y", y_dist, obs=y) # or pyro.factor("y_loss", y_loss_tensor) return ... I am not familiar enough with the details of your model to fix the code for you, but this is covered in detail in …

Aug 18, 2022 · How to know which 2 parameters are set to be dependent if I set to_event(2)?

Nov 23, 2018 · Can anyone help me with some resources to learn probabilistic programming with pyro? I do not have any background on probabilistic programming. I skimmed through the tutorials and …

Jul 20, 2020 · I saw that pyro is planning to add at least a truncated normal distribution soon. However I want to implement a truncated normal distribution as prior for a sample param. I came accross the …

Dec 6, 2018 · Hey everyone, I’m trying to get my head around the plate notation representation with Pyro but unfortunately haven’t been able to understand this from the documentation. At a high level, …

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 …

Oct 28, 2021 · Hi! I am running NUTS in a setting where data increases over time. What I would like to do is to is to initialize the new chains with the last sample from each of the previous chains. This …