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	1642	October 15, 2020
Welcome to the Pyro Discussion Forum!	1	1948	November 16, 2017
Inference with discrete latent variables (Sequential SS-VAE) Misc.	9	36	July 28, 2021
Numpyro Chapter 2 MBML numpyro	8	46	July 28, 2021
User distribution sampling numpyro	2	24	July 28, 2021
How to compare Pyro GPC models? Misc.	0	9	July 28, 2021
VAE for tabular data NaN loss - Misc.	1	11	July 28, 2021
Questions in DMM model Tutorials	3	57	July 27, 2021
Optimizing for Statistical Properties of Probabilistic Programs Misc.	2	50	July 27, 2021
HMCECS: variance of the log likelihood estimator numpyro	1	19	July 27, 2021
Cannot find valid initial parameters when using NUTS and BernoulliProbs numpyro	5	31	July 26, 2021
Hierarchical modeling Tutorials	1	21	July 26, 2021
Customize gaussian process classification link function Misc.	16	97	July 26, 2021
GP: Credible Interval from mean & covariance matrix Misc.	2	41	July 26, 2021
Time Series Forecasting concept check Misc.	1	31	July 26, 2021
Tensor shapes - enumeration Tutorials	1	26	July 26, 2021
Gaussian process with hierarchical intercept for longitudinal modelling Misc.	1	23	July 26, 2021
Sample from the mixture same family distribution numpyro	6	41	July 26, 2021
Gmm in 4-D	1	19	July 26, 2021
Numpyro equivalent to `for i in pyro.plate` numpyro	2	21	July 26, 2021
Hierarchical Bayesian Neural Nets Tutorials	2	78	July 16, 2021
Inferring Discrete Latent Variable Misc.	4	37	July 23, 2021
Strange behaviour when infering with NUTS Misc.	6	30	July 23, 2021
Batch Predictions with Forecast Object Misc.	6	37	July 23, 2021
Mixture Distributions in pyro.distributions vs. Discrete Latent Variables Misc.	1	27	July 23, 2021
How Can I Speed Up MAP Estimation? numpyro	2	34	July 22, 2021
MNIST concerns Tutorials	7	824	July 22, 2021
Simple Bayesian Neural Network throws errors Misc.	0	25	July 22, 2021
Nesting plates with 2D data numpyro	12	160	July 21, 2021
Bayesian Hierarchical Linear Regression: how to predict on a new patient having observations? Tutorials	8	76	July 21, 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…