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	892	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	1743	November 16, 2017
Svi_step error when using poutine.mask in hierarchical model Tutorials	0	37	March 3, 2021
Generate samples using model function itself? Misc.	3	241	March 3, 2021
AR(p) in numpyro?	1	43	March 3, 2021
[Newbie] Numpyro with Levy/stable distribution? numpyro	3	66	March 1, 2021
Numpyro memory usage at the beginning of NUTS inference numpyro	2	56	March 1, 2021
Latent Dirichlet Allocation in Pyro/PyTorch	9	94	February 28, 2021
Multiple distribution stacked and approximation	2	56	February 27, 2021
Condition on the values of part of an array of random variables numpyro	5	59	February 26, 2021
Problem in "MCMC" Sampling of Categorical Variable Misc.	10	428	February 26, 2021
Get multiple posterior samples using guide	1	34	February 25, 2021
Monitor determinstic parameter of interest	3	56	February 25, 2021
Log probability of samples using NUTS / HMC numpyro	2	46	February 25, 2021
'BernoulliLogits' object has no attribute 'mask'	3	42	February 25, 2021
Weighted SVI?	4	43	February 22, 2021
Stop Numpyro Operations Using All Cores numpyro	4	66	February 21, 2021
Torch, jax, funsor, etc: I am a bit lost ;)	3	99	February 18, 2021
Infinite loss when fitting simple model	3	46	February 16, 2021
Configure to Use multiple GPUs Misc.	3	44	February 15, 2021
Multivariate Regression with Identity Covariance Matrix Producing Unexpected Correlated Output	5	60	February 15, 2021
Negative binomial regression	2	63	February 15, 2021
Bayesian regression predictions Tutorials	10	1356	February 12, 2021
How to set the scales and locs in pyro.param? Misc.	4	79	February 11, 2021
Recommended way of doing random initialization for SVI numpyro	1	72	February 11, 2021
Very Large NUTS Treesize During Warmup Only numpyro	5	46	February 10, 2021
Model inversion and sensitivity analysis	3	55	February 10, 2021
MCMC with Pyro's GPLVM doesn't generate correct posterior Misc.	5	52	February 10, 2021
Getting the predictions with the highest probabilty	3	62	February 10, 2021
Get distribution with similar trend Misc.	1	38	February 9, 2021

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…