Tutorials


Dependency tracking in Pyro (15)
From numpy to pyro (distribution shapes) (2)
Implementing Deep Gaussian Processes (2)
Simple Bayesian NN shape error (2)
Understand Importance sampling for marginal computation (2)
SparseGPRegression error from Pytorch's lowrank_multivariate_normal (3)
How does pyro.random_module match priors with RegressionModel parameters? (5)
Adapting GMM example to higher dimensions (2)
Writing parallelizable code (4)
Stopping early, termination criterion (5)
Is there any example on how to use/create an empirical distribution? (4)
Chineses blog about pyro and variational inference (2)
Optimization increases loss when changing VAEs model definition (4)
Example for custom unnormalized likelihood and custom guid (3)
NaNs in SVI when using SGD instead of Adam (4)
Problem reproducing SS-VAE using Pyro tutorials (1)
VAE example different loss in different run (5)
Pyro Bayesian GPLVM SVI with minibatching (6)
Bad results for mutilclassification using VGP (4)
Guide for gaussian process model (9)
Prediction for gaussian process classification (7)
Best Practice for Variaional Inference for Gaussian Process (6)
Tailoring the Deep Markov Model Code for Regression (7)
Binarization of dataset for VAE (6)
VAE tutorial issues in imports (4)
Definitions of "inference" presented in tutorials (5)
Uncertainty in Bayesian Regression example (4)
Variational inference with non-bijective stochastic functions (3)
Example of Bayesian Neural Net on Mnist Classification (2)
Mismatch between the initial discussion and the toy example in the second tutorial (1)