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 …

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, …

Apr 22, 2022 · Hi I see that numpyro has an univariate truncatednormal distribution, any suggestions for most efficient way I might be able to implement it (or other single/double truncated distributions) …

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 …

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 …

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 …

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 …

Feb 17, 2019 · Hello, first off, amazing job on Pyro! Major kudos 🙂 How do I sample from the posterior predictive for an SVI-trained model efficiently? At the moment, I sample a guide trace for each …

May 6, 2022 · Hi so I tried this BTYD model below and I got 879 divergences! So I tried to do use the reparam config with LocScaleReparam (0) but that would not work on the Gamma and Inverse …