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	6502	October 15, 2020
Conditional reparameterization numpyro	2	11	September 5, 2024
How to constrain deterministic sites like we do in RStan numpyro	1	29	September 3, 2024
Sample size changes at each sample numpyro	1	12	September 2, 2024
An issue with the shape of a continous latent that depends on a enumerated discrete inside scan numpyro	10	42	August 29, 2024
Distributed Computation for Numpyro SVI numpyro	0	19	August 29, 2024
Warmup common or not for 2 chains runs numpyro	1	14	August 29, 2024
Accessing warmup chains numpyro	1	12	August 28, 2024
Infer optimizer hyperparameters with NumPyro Misc.	3	14	August 26, 2024
Sample_shape vs plate numpyro	3	29	August 26, 2024
Growing size of Bernoulli distribution within plate	1	13	August 20, 2024
Using rhat on AIES results numpyro	4	42	August 19, 2024
Diagonal Covariances for 2D Gaussian Mixture numpyro	1	15	August 19, 2024
Log_density gives finite values outside expected support numpyro	3	24	August 18, 2024
Can mcmc.get_samples() return entire chains WITH warm-up draws? numpyro	2	20	August 18, 2024
Jax.where operations on discrete latent variables during backpropagation numpyro	1	19	August 18, 2024
Why AIES/NUTS time/iteration 10-100x slower than single call to model? numpyro	5	37	August 18, 2024
How does HMCGibbs work? numpyro	2	491	August 17, 2024
BNN with Gaussian parameters not producing smooth realizations	1	18	August 15, 2024
Mixture model with subsampling predicting membership only for subsampled points numpyro	5	36	August 13, 2024
Nested Plates have too many parameters numpyro	4	706	November 2, 2022
Step size very small, posterior concentrated at a point numpyro	0	16	August 12, 2024
How to identify the contributing parameters of a superposition? Tutorials	1	10	August 10, 2024
Understanding nested plates in numpyro numpyro	4	825	August 9, 2024
Non-standard mixture models with shared mixtures Misc.	0	14	August 8, 2024
NUTS: estimate runtime using forward-pass time and sec/it metric numpyro	1	25	August 7, 2024
Trouble Initializing Parameters with Highly Degenerate Data numpyro	0	11	August 7, 2024
HMC Gibbs across subset of model paramters numpyro	11	720	August 5, 2024
Parameter converging outside its support numpyro	4	151	July 29, 2024
How to begin learning probabilistic programming?	9	4431	July 28, 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…