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	6667	October 15, 2020
Only the first of multiple identical models will train properly? Misc.	0	1	December 21, 2024
How does pyro behave across data sets,Can it maintain uncertainty estimates? Misc.	0	3	December 21, 2024
Initialize MCMC with SVI numpyro	4	47	December 20, 2024
Convergence checks on MCMC while sampling without recompiling? numpyro	8	29	December 19, 2024
MCMC for Markov Modulated Poisson Processes numpyro	0	5	December 19, 2024
Marginalize out continuous latent variable (HMC)? numpyro	2	291	December 18, 2024
Latent GP with derivative information Misc.	0	12	December 17, 2024
Log Probability of Guide in Constrained Space numpyro	10	486	December 17, 2024
Putting prior on mean of matrix normal distribution numpyro	0	16	December 16, 2024
Trouble sampling from 1D MixtureGeneral numpyro	20	108	December 12, 2024
Reusing sample sites of a callable numpyro	6	11	December 12, 2024
Making predictions	3	33	December 11, 2024
Why is there a discrepancy between the inferred results and the expected outcomes? Misc.	4	32	December 7, 2024
Vanishing gradient problem in negative binomial model? Misc.	4	27	December 5, 2024
Plates vs vectorized factor statements	5	39	December 2, 2024
How to run AIES in parallel numpyro	2	32	November 27, 2024
Stop tracking of variables numpyro	8	63	November 24, 2024
NumPyro release schedule for >0.15.3 numpyro	2	50	November 20, 2024
The input type and shape for MCMC.run with AIES numpyro	6	30	November 20, 2024
Potential issue with SVI using init_params argument numpyro	5	34	November 18, 2024
Understanding factor vs sample	9	49	November 14, 2024
Learning rate scheduling in numpyro numpyro	2	373	November 14, 2024
BNN's output and credible intervals Misc.	8	65	November 7, 2024
Motivation to use SteinVI over SVI in NumPyro? numpyro	3	65	November 5, 2024
Compilation failing after sampling finishes Misc.	1	19	November 5, 2024
MixtureGeneral in pyro? Misc.	1	29	November 4, 2024
Chain varying step size Misc.	0	11	November 1, 2024
Expression specific correlation in a model Misc.	0	17	November 1, 2024
Implementation & normalizing flow in matrix normal distribution Misc.	3	24	November 1, 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…