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	2834	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	2426	November 16, 2017
Render_model - reflection of the sequential dependency in HMM Misc.	6	71	May 24, 2022
SVI + side effects? numpyro	2	12	May 24, 2022
Batch- and event-dimensions of model log_prob numpyro	1	14	May 23, 2022
In HMM with SVI, numpyro doesn't find true params, pyro does numpyro	4	41	May 23, 2022
AttributeError: __enter__ for mcmc.run() Misc.	3	21	May 23, 2022
Using pyro.contrib.gp inside a model() Misc.	7	58	May 23, 2022
Profiling NUTS sampler line by line numpyro	3	37	May 22, 2022
Logistic Trend - Time Series numpyro	0	17	May 22, 2022
How to condition several independent components on different data numpyro	6	30	May 20, 2022
Possible to use `pmap` within likelihood computation? numpyro	7	70	May 20, 2022
(Reproducible example) Proper shape for Predictive with parallel=True	8	62	May 19, 2022
Pyro.markov = poutine.markov?	1	27	May 19, 2022
Variable number of parameters to a distribution numpyro	1	25	May 17, 2022
Matching individual step sizes - how and why	0	22	May 17, 2022
Example: Mixing Optimizers	1	23	May 17, 2022
Rejector class details Misc.	5	211	May 16, 2022
Documentation for SVI - q(z) or q(z\|x)	3	47	May 16, 2022
Pyro curve fitting parameter std estimate Misc.	3	33	May 16, 2022
Usage of pyro.param in model	5	58	May 16, 2022
Keep latent discrete parameters consistent numpyro	3	68	May 16, 2022
Distributed MCMC in numpyro? numpyro	2	56	May 16, 2022
Using Nested Enumerate without Exploding Memory Misc.	4	50	May 13, 2022
Simple Normalizing Flow Question	3	34	May 13, 2022
Memory leak for hierarchical mixture model numpyro	2	122	May 12, 2022
MLE w/ numpyro: how to deal with scale numpyro	1	48	May 10, 2022
AutoNormal Guide in Intro to Pyro Tutorial	2	34	May 10, 2022
Negative scale in affine transform using AutoNormal numpyro	1	41	May 10, 2022
Should Adam optimizer return the same guesses if the same arguments are passed? Misc.	0	34	May 10, 2022

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…