Jul 2, 2025 · Forum For Pyro Developers

Mar 10, 2021 · It seems numpyro can model latent integers using funsor, great. In this example I want to model 2 latent groups using Dirichlet and Categorical. I am struggling with the ii …

Mar 12, 2025 · Hi, I’m trying to write a manual guide for a model. I have a 2D array of parameters that I’ve defined like this: def model (D, E): with numpyro.plate ("x1", D): with numpyro.plate …

Oct 25, 2023 · Hi everyone, I am very new to Numpyro and hierarchical modeling. Recently I have been trying to build a hierarchical model where I have a hyper-prior (theta_group) which …

Nov 24, 2022 · I’m seeking advice on improving runtime performance of the below numpyro model. Model Description: I have a dataset of L objects. For each object, I sample a discrete …

Nov 17, 2024 · I’m trying to utilize SVI with the AutoDelta guide. I run the optimization for a certain number of steps, and save the final parameters to a dictionary and check if the parameters …

Mar 6, 2024 · Hi. Apologies for the rather long post. I am trying to modify the code from the Gaussian mixture model tutorial (I have also pulled bits of code from various other posts on …

Jun 3, 2019 · Forum For Pyro Developers

Jan 4, 2022 · I’m learning numpyro and to build my skills I’m trying to implement a Metropolis Kernel that uses a model instead of a potential. I’ve cobbled something together that seems to …

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 …