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	195	October 15, 2020
Welcome to the Pyro Discussion Forum!	2	1615	November 16, 2017
What is 'obs' and what is 'mu'	1	2	October 27, 2020
Why is my first attempt at a regression model giving me this error? Misc.	2	7	October 27, 2020
Why samples from Categorical and Bernoulli dist are missing after MCMC?	3	22	October 26, 2020
Fitting a model with a multimodal posterior using flows and NeuTra HMC	6	63	October 26, 2020
Nested plates of different sizes Misc.	2	36	October 26, 2020
Using SVI to get conditional prob for data batch Misc.	3	38	October 26, 2020
Global latent variables - numpyro crash numpyro	3	33	October 25, 2020
Supervised learning with uncertainty in observations Misc.	3	47	October 25, 2020
Discrete Latent Variable references	3	36	October 25, 2020
Training a Pyro Model that has both Bayesian and Frequentist compoenets Misc.	4	35	October 24, 2020
Error when carrying out mixing optimizer objective for training Pyro model Misc.	3	26	October 23, 2020
Custom distribution for SVI and sampling Misc.	5	42	October 23, 2020
Bayesian Updating/Incremental Learning in Numpyro	8	73	October 22, 2020
Elbo.compute_marginals throws an error for basic model	5	76	October 22, 2020
Stochastic gradient mcmc	9	149	October 22, 2020
Using parallel plates during discrete enumeration Misc.	6	52	October 22, 2020
High level pyro models- and training loops	4	262	October 21, 2020
Loss under custom guide vs auto guide Misc.	4	50	October 21, 2020
I wrote a blog post about `HiddenLayer` Misc.	2	550	October 21, 2020
MAP Prediction Misc.	4	81	October 20, 2020
Bayesian Hackers chapter 1 using pyro Misc.	17	2441	October 20, 2020
Why NUTS shows much better result than SVI on simple case?	9	119	October 20, 2020
Numpyro + Flax?	9	310	October 20, 2020
ValueError: The value argument must be within the support	6	72	October 20, 2020
How to fine-tune the output head of the Pyro Neural Network? Misc.	2	34	October 19, 2020
Question about AutoDelta guide Misc.	2	32	October 18, 2020
Regression Variable Selection Tutorials	10	125	October 18, 2020
If I observe a temperature of 70 degrees, how likely is it to be cloudy?	2	65	October 18, 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…