Pyro Discussion Forum

Topic	Replies	Views	Activity
The Future of Pyro Announcements The Future of Pyro It’s been almost three years since we released the alpha version of Pyro in November 2017. And what a ride it’s been! We’ve been thrilled to see our user and contributor base continue to grow, with di…	1	6910	October 15, 2020
Please help me set up new priors for SVI on a sum of decaying sine waves Misc.	3	4	July 2, 2025
Site name clash for model with multiple HSGPs + Tracer leaks with discrete latents numpyro	4	26	July 2, 2025
Proper way of defining the support for a TransformedDistribution	0	7	July 1, 2025
Numpyro producing the exact same value for parameters for every sample	4	31	June 27, 2025
Distribute Parameters across GPU numpyro	0	13	June 25, 2025
Jit subfunctions of a model? numpyro	2	33	June 22, 2025
Convergence check of MCMC without recompiling	13	58	June 19, 2025
How to recover original variables after a reparameterization? Misc.	0	14	June 18, 2025
`"obs"` reserved sample site name for diagnostics? numpyro	2	21	June 17, 2025
Poutine.scale question when have both global and local variables	8	41	June 13, 2025
Mini-batching a particular (many-image) problem structure? numpyro	13	49	June 8, 2025
Unexpected(?) Enumerate Error with AutoNormal numpyro	1	14	June 5, 2025
Hierarchical Time Series Modeling for Data with Different Lengths numpyro	2	63	June 4, 2025
Broadcasting Error with ⁠numpyro.plate_stack and ⁠dist.Normal - Incompatible Shapes numpyro	0	23	May 30, 2025
Variational inference for matrix normal likelihood with gaussian mixture prior numpyro	2	36	May 27, 2025
Icdf for discrete distributions numpyro	0	13	May 23, 2025
Sgt timeseires model with zero-inflated likelihood numpyro	1	25	May 19, 2025
Does svi.run() work with sharded arrays? numpyro	1	30	May 15, 2025
Error when sampling in MCMC numpyro	2	35	May 15, 2025
Handling external log-likelihood functions for NUTS numpyro	2	23	May 14, 2025
Holding parameters constant numpyro	2	37	May 13, 2025
Convert initial parameters for use in `init_to_value` numpyro	7	57	May 9, 2025
How long should you run SVI for? numpyro	1	37	May 7, 2025
Thank You Pyro Team! Misc.	0	46	May 6, 2025
Probabalistic PCA MCMC	0	26	May 5, 2025
Still getting 50% divergences after affine/linear reparametrization numpyro	0	21	May 3, 2025
Init_to_mean functionality numpyro	4	54	May 3, 2025
NUTS sampling with an array of parameters numpyro	1	23	April 28, 2025
Bad performance Bayesian Convolutional Neural Network Misc.	0	25	April 28, 2025

The Future of Pyro

The Future of Pyro It’s been almost three years since we released the alpha version of Pyro in November 2017. And what a ride it’s been! We’ve been thrilled to see our user and contributor base continue to grow, with di…