Topic Replies Activity
NumPyro 0.2.0 is released!

We are excited to announce the release of NumPyro 0.2. Version 0.2 contains many enhancements over the first version - a much more intuitive API for inference that is very close to Pyro’s, multi-chain sampling for MCMC, …

2 September 9, 2019
Welcome to the Pyro Discussion Forum! 2 November 16, 2017
GPRegression: lower limit on lenghtscale 4 September 20, 2019
How to call svi.run(data) when using mini batches? 2 September 20, 2019
GPLVM RuntimeError: cholesky_cpu: U(29,29) is zero, singular U 4 September 20, 2019
How should one do inference when conditioning on a Delta? 4 September 19, 2019
Question about separating model and guide function 3 September 19, 2019
How to create custom distributions 2 September 18, 2019
Tutorial example problem 8 September 16, 2019
Contribute to Pyro 2 September 15, 2019
NUTS for neural networks 4 September 14, 2019
Sparse multi-task GP? 2 September 7, 2019
How do I computing the expected squared jumping distance for HMC? 1 September 7, 2019
Special Hidden Markov Model - Inference not possible? 2 September 6, 2019
SVGD with batch training? 2 September 5, 2019
BNN - Loss vs Accuracy? 4 September 4, 2019
Modeling Constrained Mixture Model 2 September 4, 2019
Error in importing utils or contrib 6 September 3, 2019
Multiple Layer Bayesian NN for Regression 7 September 2, 2019
Split model and guide parameters in DMM for aggresive inference 3 September 2, 2019
Failed to calculate marginal prob 1 August 30, 2019
Unable to reproduce result of AIR example 2 August 30, 2019
Rasch model 7 August 30, 2019
How stable is Pyro? 2 August 28, 2019
Extended Kalman Filters 3 August 26, 2019
Condition IAF flows on context input h? 1 August 25, 2019
Bayesian Hackers chapter 1 using pyro 16 August 23, 2019
Introduction to Deep Probabilistic Programming with Pyro 1 August 15, 2019
How does pyro.random_module match priors with RegressionModel parameters? 14 August 21, 2019
Obtain conditional probabilities for discrete variables 4 August 21, 2019