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	3609	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	2718	November 16, 2017
Low effective sample size	7	40	January 28, 2023
How to combine guides?	7	59	January 27, 2023
SVI: Guide function param shape different than expected for discrete latent variable numpyro	3	30	January 27, 2023
How to concatenate distribution? numpyro	1	25	January 26, 2023
Define a custom ELBO function in pyro Misc.	1	32	January 25, 2023
Bayesian Neural Net with MCMC and VI numpyro	1	62	January 25, 2023
JAX Error when increasing dataset size numpyro	1	24	January 25, 2023
Provenance and Jax Control Flow numpyro	5	38	January 25, 2023
Multinomial distribution with different total_count values in a plate Misc.	2	41	January 25, 2023
How to use TFPKernel in NumPyro? numpyro	3	74	January 23, 2023
Including a stochastic node with fixed parameters in a model	8	41	January 23, 2023
Bayesian Ridge Regression	2	43	January 19, 2023
Guidance on Parameter Optimization for Physical Engineering Model Misc.	1	29	January 19, 2023
Question about batch_size in the semi-supervised VAE demo Tutorials	9	55	January 19, 2023
Positive definiteness error due to import of pyro Misc.	8	62	January 18, 2023
Prediction via GP Regression Model Misc.	0	27	January 18, 2023
dist.Bernoulli recognize the right batch_size, but dist.Categorical won't Tutorials	1	26	January 18, 2023
Example: Predator-Prey Model gives weird results when using num_chains > 2 numpyro	1	44	January 17, 2023
Computing the Mean and the Variance of the Posterior in NUTS Misc.	1	32	January 17, 2023
Different gradients for Pytorch and Numpyro Categorical distributions	3	48	January 17, 2023
Infer discrete latent state of a hidden markov model Misc.	3	65	January 15, 2023
MLE estimation of latent variable variances Misc.	3	47	January 13, 2023
NUTS vs Laplace and MultivariateNormal approximations	4	83	January 12, 2023
How to render a semi supervised model? Misc.	10	129	January 11, 2023
Advice to build a Variational Graph Autoencoder in Pyro	4	94	January 9, 2023
Speed up Numpyro Model numpyro	9	172	January 9, 2023
Advice on ELBO Loss Not Converging / Model Setup Misc.	5	53	January 6, 2023
validate_args=True. What does this do?	1	53	December 28, 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…