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	4899	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	3094	November 16, 2017
Gaussian Mixture Model with partially observed data	0	13	December 5, 2023
Modeling bidirectional relationships / loopy graphs Misc.	5	42	December 2, 2023
Modeling a 2D Multivariate Gaussian Distribution Misc.	1	37	December 1, 2023
Use plate index to mask input data numpyro	1	56	December 1, 2023
VariationalBNN : Value is not broadcastable with batch_shape+event_shape	0	19	December 1, 2023
MatrixNormal distribution	0	22	November 30, 2023
Sampling over possible data splits for change point detection numpyro	4	46	November 30, 2023
NumPyro vs. Pyro, SVI in Discrete Latent Variable Models numpyro	1	39	November 30, 2023
Custom guide for learning a 1D Gaussian distribution Misc.	3	32	November 30, 2023
Mask a sample downstream Misc.	1	48	November 29, 2023
Subsampling not scaling to larger datasets, and a potential solution numpyro	1	42	November 28, 2023
Is there a technique for finding argmax of expected utility with inference in Pyro? Misc.	5	669	November 27, 2023
Bayesian ResNet: Invalid log_prob shape	11	930	November 26, 2023
Reducing MCMC memory usage numpyro	5	176	November 25, 2023
Truncated distribution of Guide (reject negative samples from guide)	0	32	November 25, 2023
Infering the response noise, should the scale be a parameter (pyro.param) or a distribution (pyro.sample)? numpyro	0	41	November 24, 2023
Time dependent normal distribution parameter inference	0	33	November 23, 2023
AutoGuide For a deep learning MLP Model numpyro	6	77	November 23, 2023
Pyro/NumPyro Survey 2023 Misc.	2	299	November 23, 2023
Setting model parameters in optimizer Misc.	1	38	November 22, 2023
Forecaster Sampling Issue Misc.	0	34	November 21, 2023
Using guide for downstream sample sites of enumerated site - Issues	5	76	November 21, 2023
Potential Bug in GaussianHMM - Ambiguous cause, but clear example Misc.	7	59	November 21, 2023
Partial observations with obs_mask	8	80	November 20, 2023
What's the difference between get_trace(0.0) and get_trace(1.0)	1	34	November 20, 2023
Create an EasyGuide for a PyroModule model, SVI numpyro	0	45	November 17, 2023
MCMC, SVI optimization and pytrees, eg equinox numpyro	2	65	November 17, 2023
Looking for a speaker to talk about Pyro at Bayesian Data Analysis Meetup Tutorials	0	103	November 3, 2023

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…