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	6598	October 15, 2020
Motivation to use SteinVI over SVI in NumPyro? numpyro	3	17	November 5, 2024
Compilation failing after sampling finishes Misc.	1	4	November 5, 2024
MixtureGeneral in pyro? Misc.	1	8	November 4, 2024
BNN's output and credible intervals Misc.	6	31	November 3, 2024
Chain varying step size Misc.	0	6	November 1, 2024
Expression specific correlation in a model Misc.	0	8	November 1, 2024
Implementation & normalizing flow in matrix normal distribution Misc.	3	8	November 1, 2024
Errors in jaxns model when installing via PyCharm numpyro	1	12	October 31, 2024
Is it possible to use Pyro’s normalizing flows for posterior inference with an R-based likelihood and prior Misc.	1	14	October 29, 2024
ChEES-HMC adaptive HMC Length strategy numpyro	4	57	October 28, 2024
Pyro model doesn't converge on large datasets	3	43	October 26, 2024
How to use pytroch embedding with NumPyro?	0	10	October 25, 2024
Arviz and pyro (vectorization issue) Misc.	0	13	October 24, 2024
Latent Variable Gaussian Process - Computing Posteriors on New Data points Misc.	0	10	October 22, 2024
Implementation of Bayesian Thurstonian model numpyro	0	23	October 20, 2024
AutoBNAFNormal OOM	0	13	October 10, 2024
Vectorizing sequential Pyro plates for hierarchical models with observations containing multiple features Misc.	0	27	October 4, 2024
Numpyro determistic not tracking variables during MCMC numpyro	2	54	October 4, 2024
Custom action by detecting warmup stage / certain number of iterations numpyro	1	12	October 4, 2024
Learning the sigma in SVI	3	42	September 30, 2024
Phylogenetic tree inference in Pyro Misc.	0	24	September 28, 2024
Truncated Multivariate Normal numpyro	6	1105	September 27, 2024
Gaussian Process - multiple observations Misc.	5	572	September 27, 2024
Issue with constant covariance matrices in gp.models.SparseGPRegression vs. varying covariance in gp.models.VariationalSparseGP Misc.	0	11	September 26, 2024
Enumerate support for batch dimensions of custom distribution	3	37	September 19, 2024
MCMC with NUTS inconsistency numpyro	3	49	September 18, 2024
Tracking latent variable values Misc.	0	16	September 17, 2024
Svi.init memory numpyro	1	26	September 16, 2024
AutoDAIS nan loss numpyro	7	39	September 11, 2024

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…