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	6866	October 15, 2020
Convergence check of MCMC without recompiling	1	7	May 17, 2025
Hierarchical Time Series Modeling for Data with Different Lengths numpyro	1	27	May 17, 2025
Does svi.run() work with sharded arrays? numpyro	1	12	May 15, 2025
Error when sampling in MCMC numpyro	2	24	May 15, 2025
Handling external log-likelihood functions for NUTS numpyro	2	11	May 14, 2025
Holding parameters constant numpyro	2	23	May 13, 2025
Sgt timeseires model with zero-inflated likelihood numpyro	0	10	May 12, 2025
Convert initial parameters for use in `init_to_value` numpyro	7	35	May 9, 2025
How long should you run SVI for? numpyro	1	22	May 7, 2025
Thank You Pyro Team! Misc.	0	24	May 6, 2025
Probabalistic PCA MCMC	0	11	May 5, 2025
Still getting 50% divergences after affine/linear reparametrization numpyro	0	18	May 3, 2025
Init_to_mean functionality numpyro	4	39	May 3, 2025
NUTS sampling with an array of parameters numpyro	1	19	April 28, 2025
Bad performance Bayesian Convolutional Neural Network Misc.	0	14	April 28, 2025
Hello everyone, I hope you can give me an answer	0	17	April 26, 2025
Scan along a plate? numpyro	6	339	April 26, 2025
Help post，shape problem	0	13	April 25, 2025
Trouble Initializing Parameters for SVI numpyro	1	17	April 23, 2025
Stable Update numpyro	1	19	April 22, 2025
Unexpectedly different outcomes when initializing via NUTS or MCMC numpyro	4	47	April 13, 2025
Initialize MCMC with SVI numpyro	4	185	December 20, 2024
[Help pls] Multiple latent GPs but only one f_loc and f_scale_tril Misc.	2	24	April 11, 2025
PhD Positions at Utrecht University in Probabilistic and Differential Programming Opportunity	0	48	April 7, 2025
Feature?: Render model with random param init numpyro	0	25	April 7, 2025
KeyError with svi.init numpyro	1	23	April 6, 2025
Hybrid MCMC + SVI for point-prediction of specific parameters	2	68	April 6, 2025
Extra sampling site in manual guide compared to model numpyro	8	70	March 31, 2025
Why is plate_stack not working for this model? numpyro	4	50	March 26, 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…