Misc.


Topic Replies Activity
Extract KL loss in VAE type models from SVI? 2 May 30, 2019
Plate structure in model v. guide 4 June 5, 2019
Marginal probability of single assignment to multiple variables 2 June 3, 2019
How to predict variance using Bayesian regression? 2 June 3, 2019
GPLVM Reconstructing data 3 June 3, 2019
Is Pyro the right tool for general graphical models? 6 May 27, 2019
Error in multiprocessing MCMC with potential_fn (Windows) 3 May 22, 2019
Representing overlapping plates 4 May 22, 2019
The parameter probs has invalid values of Categorical distribution 2 May 19, 2019
Does it make sense to use Pyro for my problem? 6 May 13, 2019
Making imputation work with vectorized ELBO estimators 2 May 13, 2019
Why I set the latent variable infer={'enumerate':...}, but still get ''found vars in model but no guide'' warning? 1 May 12, 2019
Natural gradient ascent 5 May 9, 2019
What is the difference if a plate A is defined outside another plate B then use A inner B VS. the plate A is defined inner another plate B directly 3 May 9, 2019
Help with simple classification BNN 1 May 9, 2019
Reproducibility using MCMC 7 May 8, 2019
Using TraceEnum_ELBO + empty guide function means maximise likelihood learning? 3 May 7, 2019
Negative loss on the simplest HMM model 3 May 7, 2019
Does infer_discrete support using mask on a batch of data? 3 May 7, 2019
Example or Use Case for SpanningTree 2 May 7, 2019
Any inference suggestions for training a HMM model with a very large observation discrete state size (e.g. around 13000)? 3 May 7, 2019
Ability to load in a distribution 1 May 6, 2019
Is this a way to ignore some specific user warnings? 3 May 5, 2019
Correct MAP guide without using automatic guide generation 2 May 2, 2019
Batch Shape of Nested Plates 3 May 2, 2019
Model and guide shapes disagree at site *** 1 May 1, 2019
When should we use poutine.block and for what types of variables we should hidden or expose? 3 May 1, 2019
NotImplementedError: Cannot transform _IntegerInterval constraints on a very simple HMM model 8 May 1, 2019
Which graphic card/GPU for pyro? 2 April 30, 2019
The shape of sampled result affected by the obs 3 April 30, 2019