VAE classification - Misc. - Pyro Discussion Forum
Mar 1, 2023 · Hi! Inspired by the SSVAE (The Semi-Supervised VAE — Pyro Tutorials 1.8.4 documentation) I am building a supervised VAE (I have also unsupervised and semisupervised …
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 …
How to get prediction scores with Pyro models?
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 …
Mini batching with Bayesian GPLVM - Pyro Discussion Forum
Nov 17, 2020 · Trying to define mini-batch logic for Bayesian GPLVM training but unsuccessful so far following the suggestions in this older thread: Pyro Bayesian GPLVM SVI with minibatching So the …
Difference between Beta - Pyro Discussion Forum
Mar 28, 2022 · Hi! A bit of a beginner question here. I’m working through some examples in Statistical Rethinking and I am having trouble understanding what is happening differently when using the …
numpyro - Pyro Discussion Forum
Jun 3, 2019 · Forum For Pyro Developers
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 …
Multi-Label Classification from Time-Series data - Misc. - Pyro ...
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, …
How would this library compare to edward? - Pyro Discussion Forum
Dec 8, 2017 · Pyro vs Edward: like Edward, Pyro is a deep probabilistic programming language that focuses on variational inference but supports general composable inference algorithms. Pyro aims to …
Question about separating model and guide function - Misc. - Pyro ...
Jan 13, 2018 · I am new to both pyro and probabilistic programming but I tried to do my homework before I raise this issue, please bear with me if it is real basic. I was going through the Bayesian …