Tutorials


Topic Replies Activity
Tutorial questions 1 November 16, 2017
Gaussian process with parametric mean function 2 October 23, 2019
Posterior Predictive Distribution using MCMC 9 October 16, 2019
How to build Hierarchical Bayesian Logistic regression model? 1 October 11, 2019
Guide for gaussian process model 10 October 7, 2019
GPLVM RuntimeError: cholesky_cpu: U(29,29) is zero, singular U 4 September 20, 2019
How to create custom distributions 2 September 18, 2019
Extended Kalman Filters 3 August 26, 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
What latent variables are packed in pyro.param() in the Bayesian Regression tutorial? 2 August 6, 2019
Deep Markov model vs HMM 3 August 5, 2019
Bayesian Linear Regression output definition 4 August 4, 2019
How to create sequential independence 4 July 23, 2019
Bayesian regression nnet 7 July 15, 2019
Put class into random module prior 2 July 3, 2019
Implementing custom SVI objectives 13 July 2, 2019
TraceEnum_ELBO reference 3 July 1, 2019
Bayesian regression predictions 6 July 1, 2019
Eval and train 2 June 26, 2019
How to put autoguide parameters on GPU 2 June 24, 2019
Blog post explaining mechanics of variational inference 1 June 11, 2019
Forward pass in VAE tutorial 4 May 30, 2019
SSVae tutorial. Which is the classifier network? 2 May 19, 2019
Get X from new y in gplvm 2 May 15, 2019
Implementing Deep Gaussian Processes 3 May 15, 2019
Very large aux loss multiplier in the Semi-Supervised VAE tutorial code 1 May 7, 2019
Mask distribution based on enumerate discrete variables 2 April 22, 2019
Question about the SVI documentation 5 March 27, 2019
TracerWarning in assert statement 2 March 13, 2019