Tutorials


Topic Replies Activity
Tutorial questions 1 November 16, 2017
Eval and train 2 June 26, 2019
How to put autoguide parameters on GPU 2 June 24, 2019
Implementing custom SVI objectives 11 June 21, 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
How does pyro.random_module match priors with RegressionModel parameters? 7 May 15, 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
Categorical distribution as a variational posterior 14 March 12, 2019
Pyro for next video frame predictions example? 2 March 8, 2019
Tensor copy construct warning in svi.step() 7 March 7, 2019
Posterior Predictive Distribution using MCMC 6 March 5, 2019
More detailed on converting MAP to an SVI problem 7 March 4, 2019
Feedback on Extending HMM example to Gaussian Likelihood 1 March 1, 2019
Tensor sizing error in NN 3 February 25, 2019
Confusion about the LDA example phrasing "histogram of word counts" 1 February 24, 2019
Looking for use of Empirical class to create an empirical distribution from samples 2 February 19, 2019
Module 'pyro' has no attribute 'set_rng_seed' 6 February 19, 2019
Visualizing posterior before, during and after training 3 February 15, 2019
TracePredictive worse than sampling guides? 6 February 8, 2019
Align latent variables in model and guide without .sample()? 4 February 8, 2019
Reparameterizable vs non-reparameterizable latent variables 2 January 25, 2019
Pyro Tutorial Videos (MLTrain@UAI2018) 4 January 24, 2019
Sample from the Deep Markov Model (DMM) 3 January 18, 2019