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	6381	October 15, 2020
Parameter converging outside its support numpyro	4	78	July 26, 2024
Finding the Transform Used to Implement Param Constraints numpyro	1	12	July 26, 2024
Is `callback` supported for numpyro NUTS sampler? numpyro	3	45	July 26, 2024
Shared parameter update in scan numpyro	9	49	July 25, 2024
Assertion error in pyro Categorical distribution Misc.	1	30	July 25, 2024
ELBOs defined by an SMC's marginal likelihood estimation Misc.	1	31	July 25, 2024
Poisson discrete latent variable numpyro	2	55	July 24, 2024
How to do Indexing Inside Enumeration (MACE implementation) Misc.	0	30	July 23, 2024
Manually updating the learning rate of ADAM optimizer	1	167	July 23, 2024
Log Probability of Guide in Constrained Space numpyro	8	372	February 27, 2024
Initialize each chain of MCMC separately numpyro	18	1516	July 21, 2024
Training Issues with DiscreteHMM for autoregressive model Misc.	3	58	July 19, 2024
The Houston Astros is hiring an R&D Analyst Opportunity	0	79	July 18, 2024
Custom guide outperformed by automatic guide in mixture model numpyro	0	77	July 18, 2024
Kernel crashes with categorical data longer than 1000 samples Misc.	0	50	July 18, 2024
How to (efficiently) fit a correlation matrix with some elements fixed?	0	75	July 17, 2024
Simple shapes confusion with NUTS	0	59	July 17, 2024
How to design a good custom guide? Misc.	1	94	July 16, 2024
Help with EIG for BNN model trained with SVI/autoguide Misc.	0	67	July 16, 2024
New thread: setting a Mask?	5	973	July 12, 2024
Denoising VAE Tutorials	0	127	July 10, 2024
SVI loss looks good, model not converging	7	123	July 11, 2024
How can I write transform from higher dimensions to lower dimensions in NumPyro? numpyro	4	176	July 11, 2024
How to make my Reparam return the square root of variable?	4	449	July 8, 2024
Change dtype in a sampling statement numpyro	9	181	July 8, 2024
Bayesian CNN Misc.	4	2402	July 8, 2024
Nans from svi with ProjectedNormal likelihood	0	131	July 8, 2024
Potential parallel inference bug - Attend Infer Repeat (AIR) - Exact Parallel Inference - Questions Tutorials	1	148	July 6, 2024
Attribute Error when setting number of chains greater than 1 in MCMC Misc.	2	1029	July 6, 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…