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	4127	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	2863	November 16, 2017
Indexing with enumerated variables Misc.	3	41	June 5, 2023
Varied centeredness for thetas in eight school model numpyro	3	44	June 5, 2023
Predicting for Schools Outside the Training Range using NumPyro's Predictive Class numpyro	7	66	June 4, 2023
Using Stochastic Weight Averaging (SWA) in Pyro? Misc.	1	21	June 3, 2023
Scaling Numpyro Model to 5B rows numpyro	11	84	June 2, 2023
Finite-difference gradients for custom distributions Misc.	1	30	June 1, 2023
Bimodal distributions and higher rhats on sparse data	1	20	June 1, 2023
Put more weightage on likelihood than the prior numpyro	3	33	June 1, 2023
Query in using LocScaleReparam numpyro	3	24	June 1, 2023
Get number of steps, sizes and acc. prob over all iterations numpyro	3	30	June 1, 2023
How do the bijective transformations for Norm Flows work in Pyro? Misc.	6	45	May 31, 2023
Running Pyro.plate on GPU Misc.	15	205	May 31, 2023
Bayesian model selection in NumPyro numpyro	2	72	May 30, 2023
Pyro Gaussian Process Output gradient is very noisy Misc.	2	33	May 29, 2023
Does NUTS in numpyro support subsampling? numpyro	1	28	May 29, 2023
Guide-side enumeration strategy fails for DPMM extension (CrossCat) Misc.	2	40	May 28, 2023
DPMM guide-side enumeration doesn't work? Misc.	4	51	May 27, 2023
Error mixing two Truncated Normal distributions using dist.TruncatedDistribution numpyro	2	30	May 26, 2023
Multioutput Kalman filter with scan and missing observations numpyro	1	42	May 25, 2023
[HELP!] Confusion about ADAM 'step_size' parameter numpyro	1	28	May 25, 2023
Discrete hidden variables in custom guide Misc.	6	65	May 25, 2023
How does the parameter adaptation during warmup samples work in Numpyro numpyro	4	52	May 24, 2023
Epidimiology module SEIR model why the observation follow distribution binomial_dist(S2E, rho), what is the meaning of rho	0	21	May 24, 2023
Getting only the warmup samples numpyro	2	34	May 23, 2023
Prior definition and accessing individual ELBO loss terms Misc.	1	95	May 23, 2023
Deterministic not rendered as nodes with Pyro Misc.	1	77	May 23, 2023
Log_prob while sampling numpyro	5	49	May 22, 2023
AutoNormal and AutoLowRankMultivariateNormal can't process high dimensional dirichlet distribution? Misc.	6	51	May 21, 2023

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…