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	6545	October 15, 2020
Vectorizing sequential Pyro plates for hierarchical models with observations containing multiple features Misc.	0	2	October 4, 2024
Numpyro determistic not tracking variables during MCMC numpyro	2	22	October 4, 2024
Custom action by detecting warmup stage / certain number of iterations numpyro	1	6	October 4, 2024
Learning the sigma in SVI	3	25	September 30, 2024
Phylogenetic tree inference in Pyro Misc.	0	9	September 28, 2024
Truncated Multivariate Normal numpyro	6	1071	September 27, 2024
Gaussian Process - multiple observations Misc.	5	551	September 27, 2024
Issue with constant covariance matrices in gp.models.SparseGPRegression vs. varying covariance in gp.models.VariationalSparseGP Misc.	0	10	September 26, 2024
ChEES-HMC adaptive HMC Length strategy numpyro	0	18	September 24, 2024
Enumerate support for batch dimensions of custom distribution	3	31	September 19, 2024
MCMC with NUTS inconsistency numpyro	3	35	September 18, 2024
Tracking latent variable values Misc.	0	12	September 17, 2024
Svi.init memory numpyro	1	20	September 16, 2024
AutoDAIS nan loss numpyro	7	34	September 11, 2024
HMCGibbs with chain_method=''vectorized" numpyro	3	252	September 9, 2024
Conditional reparameterization numpyro	2	39	September 5, 2024
How to constrain deterministic sites like we do in RStan numpyro	1	39	September 3, 2024
Sample size changes at each sample numpyro	1	17	September 2, 2024
An issue with the shape of a continous latent that depends on a enumerated discrete inside scan numpyro	10	51	August 29, 2024
Distributed Computation for Numpyro SVI numpyro	0	23	August 29, 2024
Warmup common or not for 2 chains runs numpyro	1	18	August 29, 2024
Accessing warmup chains numpyro	1	15	August 28, 2024
Infer optimizer hyperparameters with NumPyro Misc.	3	25	August 26, 2024
Sample_shape vs plate numpyro	3	43	August 26, 2024
Growing size of Bernoulli distribution within plate	1	18	August 20, 2024
Using rhat on AIES results numpyro	4	45	August 19, 2024
Diagonal Covariances for 2D Gaussian Mixture numpyro	1	20	August 19, 2024
Log_density gives finite values outside expected support numpyro	3	27	August 18, 2024
Can mcmc.get_samples() return entire chains WITH warm-up draws? numpyro	2	25	August 18, 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…