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	2990	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	2497	November 16, 2017
A Possible bug? 'Tensor' object has no attribute '_pyro_backward' Error Misc.	7	65	July 6, 2022
Strange KeyError Doing infer_discrete Misc.	3	50	July 6, 2022
Size of label 'd' for operand 1 (4) does not match previous terms (2) Misc.	3	43	July 6, 2022
Bayesian network workflow for dummies Misc.	2	502	July 6, 2022
Simple Bayesian Network Example? Misc.	0	6	July 6, 2022
Warning when using GumbelSoftmaxReparam	2	24	July 5, 2022
Error in broadcasting during enumeration	3	22	July 5, 2022
Using SVI for enumerated HMM numpyro	6	70	July 5, 2022
Suggestion on probs parameter of categorical dist in numpyro numpyro	6	18	July 5, 2022
Question about a strange error when using block in numpyro numpyro	5	20	July 5, 2022
Multivariate Gaussian Mixture runs but does not work numpyro	2	32	July 4, 2022
What diagnostics to learn if the model has too little data?	1	24	July 4, 2022
"Not Implemented Error' for "Relaxed Bernoulli Straight Through" with "Auto Hierarchical Normal Messenger" Misc.	1	24	July 4, 2022
How to persist a model+posterior and use it as prior for training on new data? numpyro	0	19	July 3, 2022
From Pymc to Numpyro, nuts result with much higher std numpyro	2	31	July 2, 2022
Implementing HPF and some doubts in pyro.plate shapes Misc.	5	39	June 30, 2022
Questions about examples in the inference with discrete latent variable tutorial Tutorials	0	25	June 29, 2022
Stein_bnn or bnn example for classification numpyro	0	24	June 27, 2022
Inference fails when using scan over observed variable numpyro	2	35	June 27, 2022
Questions about the inference with discrete variable tutorial Tutorials	3	40	June 26, 2022
Question about Restriction 3: single path leaving each plate Tutorials	7	40	June 26, 2022
Why does scan give the wrong result here? numpyro	8	88	June 26, 2022
Unexpected tracer error involving PRNGKey when using block handler on inference model numpyro	3	44	June 24, 2022
Pyro Prod-LDA prediction for train and test documents	7	40	June 24, 2022
Truncated Multivariate Normal numpyro	5	103	June 24, 2022
Numpyro ValueError - MultivariateNormal distribution got invalid covariance_matrix parameter numpyro	6	39	June 24, 2022
Running mortality model with SVI numpyro	3	48	June 24, 2022
Getting the named parameter values in numpyro?	2	54	June 24, 2022

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…