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	5942	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	3753	November 16, 2017
Using a pyro.infer.Predictive() as a prior for a NUTS model Misc.	0	4	May 17, 2024
ValueError: Incompatible shapes for broadcasting: shapes=[(2,), (5,)] numpyro	1	12	May 17, 2024
How to include observations from a Poisson distribution?	2	22	May 17, 2024
SVI with Multiple gpus numpyro	0	8	May 17, 2024
Custom distribution for mixture model numpyro	14	135	May 16, 2024
Extending GMMs for regressions-within-clusters numpyro	12	105	May 16, 2024
Assembling a matrix from sampled components	0	15	May 15, 2024
ClippedAdam Gradient Explosion Misc.	10	37	May 15, 2024
Difference in BNN results between Pyro and NumPyro Misc.	4	41	May 15, 2024
Issues with plate and to_event in custom DMM implementation Misc.	0	31	May 15, 2024
How to make my Reparam return the square root of variable?	2	181	May 15, 2024
Simple BNN NUTS sampling numpyro	5	433	May 11, 2024
Bug(s) in RelaxedOneHotCategorical?	0	50	May 8, 2024
Extending GMM example to higher dimensional datasets numpyro	1	75	May 8, 2024
A complex Bayesian CNN regression model Misc.	0	64	May 8, 2024
SVI with aggregated observations	2	107	May 7, 2024
Missing data in a mixture model Misc.	1	112	May 7, 2024
Get log probabilities of samples using AutoBNAFNormal numpyro	3	97	May 7, 2024
Is this optimal syntax for numpyro model input parameters?	4	126	May 5, 2024
How not to use a for loop for 20k independent models numpyro	3	114	May 3, 2024
Using Effect Handlers to Adjust Priors? numpyro	1	110	May 3, 2024
Simulated Annealing with NUTS to optimize a jitted potential function numpyro	1	168	May 2, 2024
Dealing with breaking change of Predictive in numpyro 0.14.0 numpyro	2	87	May 1, 2024
Dataloaders with numpyro SVI? numpyro	8	404	April 30, 2024
Sequential importance sampling in CSIS Misc.	2	168	April 29, 2024
Need suggestion on Pyro AI Framework Implementation Misc.	1	200	April 28, 2024
Assertion Error during Variational Inference Implementation in Pyro	0	98	April 27, 2024
Gaussian Process Mixture of Experts Misc.	1	184	April 24, 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…