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	6638	October 15, 2020
Why is there a discrepancy between the inferred results and the expected outcomes? Misc.	4	20	December 7, 2024
Trouble sampling from 1D MixtureGeneral numpyro	17	74	December 6, 2024
Vanishing gradient problem in negative binomial model? Misc.	4	18	December 5, 2024
Making predictions	0	10	December 5, 2024
Plates vs vectorized factor statements	5	29	December 2, 2024
Initialize MCMC with SVI numpyro	2	23	December 1, 2024
How to run AIES in parallel numpyro	2	29	November 27, 2024
Stop tracking of variables numpyro	8	55	November 24, 2024
NumPyro release schedule for >0.15.3 numpyro	2	45	November 20, 2024
The input type and shape for MCMC.run with AIES numpyro	6	28	November 20, 2024
Potential issue with SVI using init_params argument numpyro	5	31	November 18, 2024
Understanding factor vs sample	9	46	November 14, 2024
Learning rate scheduling in numpyro numpyro	2	367	November 14, 2024
BNN's output and credible intervals Misc.	8	63	November 7, 2024
Motivation to use SteinVI over SVI in NumPyro? numpyro	3	60	November 5, 2024
Compilation failing after sampling finishes Misc.	1	16	November 5, 2024
MixtureGeneral in pyro? Misc.	1	27	November 4, 2024
Chain varying step size Misc.	0	10	November 1, 2024
Expression specific correlation in a model Misc.	0	17	November 1, 2024
Implementation & normalizing flow in matrix normal distribution Misc.	3	19	November 1, 2024
Errors in jaxns model when installing via PyCharm numpyro	1	23	October 31, 2024
Is it possible to use Pyro’s normalizing flows for posterior inference with an R-based likelihood and prior Misc.	1	21	October 29, 2024
ChEES-HMC adaptive HMC Length strategy numpyro	4	71	October 28, 2024
Pyro model doesn't converge on large datasets	3	54	October 26, 2024
How to use pytroch embedding with NumPyro?	0	16	October 25, 2024
Arviz and pyro (vectorization issue) Misc.	0	18	October 24, 2024
Latent Variable Gaussian Process - Computing Posteriors on New Data points Misc.	0	11	October 22, 2024
Implementation of Bayesian Thurstonian model numpyro	0	32	October 20, 2024
AutoBNAFNormal OOM	0	15	October 10, 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…