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
