Get error when implementing custom model [Misc.] (3)
Dirichlet distribution is giving nan and inf [Misc.] (2)
Gaussian Mixture Model [Misc.] (5)
Pyro.plate error with torch.diag() [Misc.] (5)
Relation between model and guide [Uncategorized] (9)
Incorporating uncertainties on observations (x_i's) [Uncategorized] (5)
Weird error about "packing tensors" when sampling with enumeration [Misc.] (3)
Looking for use of Empirical class to create an empirical distribution from samples [Tutorials] (2)
Sampling from posterior predictive [Misc.] (4)
Simple inverse graphics example with SVI not working [Uncategorized] (4)
Module 'pyro' has no attribute 'set_rng_seed' [Tutorials] (6)
Setting constraints and guides on constrained distributions [Uncategorized] (3)
I try to do Variational Inference WITHOUT Pyro only using PyTorch for understanding VI [Uncategorized] (9)
Visualizing posterior before, during and after training [Tutorials] (3)
Extending HMM example with additional independent dimension [Uncategorized] (2)
Properly using a Scheduler with an optimizer [Uncategorized] (3)
Clarification reagrding svi.step [Uncategorized] (3)
What does logits= mean in sample('obs', dist.Categorical(logits= ), obs=)? [Misc.] (3)
Pyro.irange [Uncategorized] (2)
How should one do inference when conditioning on a Delta? [Misc.] (2)
Best practices and performance for time series models? [Uncategorized] (5)
One distribution over weights [Uncategorized] (4)
Biased die problem [Misc.] (3)
Semi-amortized VAE [Uncategorized] (2)
Problem with enum in two dice inference [Misc.] (3)
AttributeError: 'function' object has no attribute 'log_prob' [Uncategorized] (4)
Categorical and enumeration [Uncategorized] (6)
TracePredictive worse than sampling guides? [Tutorials] (6)
Align latent variables in model and guide without .sample()? [Tutorials] (4)
Transfer SVI,NUTS and MCMC to GPU(Cuda) [Uncategorized] (5)