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…	2	368	October 15, 2020
Welcome to the Pyro Discussion Forum!	2	1638	November 16, 2017
Fitting models with NUTS is slow v2 numpyro	11	40	November 25, 2020
Fitting a model with a multimodal posterior using flows and NeuTra HMC	28	216	November 25, 2020
Mini batching with Bayesian GPLVM Tutorials	14	90	November 24, 2020
Equivalent of pymc3's pm.Potential() term in numpyro	3	21	November 23, 2020
How to implement one-vs-each approximation for big softmax	3	230	November 23, 2020
Any example for hierarchical multivariate time series forecasting?	2	31	November 19, 2020
Reshaping Pyro.dist instance Misc.	3	45	November 19, 2020
Understanding when to use to_event() in VAE Tutorial Tutorials	2	35	November 18, 2020
Defining a likelihood that is a mixture of distributions	11	68	November 18, 2020
How to implement tempered model in (Num)Pyro	8	64	November 18, 2020
Can't reproduce NUTS results with SVI	7	55	November 16, 2020
Apply transformations to samples before matching it to observed data Misc.	2	37	November 16, 2020
Attend, Infer, Repeat, Again Misc.	1	36	November 16, 2020
Frustrated with memory error	9	92	November 12, 2020
Not sure why I'm getting this index error	2	43	November 12, 2020
Some doubts about the example "Bayesian Regression Using NumPyro" numpyro	8	119	November 11, 2020
Using parallel plates during discrete enumeration Misc.	10	143	November 11, 2020
I wrote a blog post about `HiddenLayer` Misc.	3	610	November 10, 2020
Getting svi loss of 1.40 but the accuracy of my pyro model is only ~26% Misc.	6	101	November 9, 2020
Numpyro + Flax?	14	396	November 6, 2020
Efficient way to generate conditional guide distribution	4	51	November 6, 2020
大家一起来完善官方教程汉化版 Tutorials	4	281	November 6, 2020
Resources to learn Pyro	2	81	November 5, 2020
Dtype float16 Misc.	2	39	November 5, 2020
How to make custom distributions funsor compatible? Misc.	3	62	November 4, 2020
AutoNormal documentation confusion	3	43	November 4, 2020
Dirichlet with some excluded numpyro	9	85	November 2, 2020
Sample() vs rsample()	3	57	November 1, 2020

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…