Comparing log probability between Pyro and torch.distributions implementation
|
|
2
|
54
|
December 28, 2022
|
What is a guide?
|
|
2
|
61
|
December 28, 2022
|
SVI: Normal in model, MultivariateNormal in guide
|
|
1
|
51
|
December 27, 2022
|
SVI using MultivariateNormal
|
|
1
|
45
|
December 23, 2022
|
Pairwise dense mass matrix
|
|
1
|
43
|
December 21, 2022
|
Change step_size in Adam optimizer during SVI training
|
|
2
|
49
|
December 20, 2022
|
Generating posterior predictive samples
|
|
1
|
62
|
December 20, 2022
|
How to set evaluation mode for a normalization flow with batchnorm layer
|
|
2
|
37
|
December 19, 2022
|
Is there a cleaner way to write the model and guide for a GLMM?
|
|
0
|
38
|
December 18, 2022
|
PyroModule returning distribution
|
|
0
|
38
|
December 16, 2022
|
Compute posterior predictive of intermediate variable
|
|
1
|
49
|
December 16, 2022
|
Problem about set_rng_seed()
|
|
0
|
43
|
December 16, 2022
|
Problem in Bayesian Neural Network solved with SVI
|
|
2
|
65
|
December 15, 2022
|
Drawing samples with null probability
|
|
1
|
45
|
December 13, 2022
|
How to estimate and include an unknown variable in a regression model?
|
|
3
|
80
|
December 13, 2022
|
Strange error during SVI
|
|
1
|
42
|
December 13, 2022
|
Pyro and parameter identification of generative models
|
|
4
|
242
|
December 12, 2022
|
Correct ELBO Contribution of a Discriminator
|
|
1
|
38
|
December 12, 2022
|
Implementing Uncorrected Hamiltonian Annealing / Differentiable Annealed Importance Sampling
|
|
4
|
74
|
December 10, 2022
|
Implementation: Generative Probabilistic Graphics Programs
|
|
4
|
97
|
December 10, 2022
|
How to track additional losses
|
|
0
|
48
|
December 9, 2022
|
Problem about "Multiple observations"
|
|
0
|
58
|
December 7, 2022
|
Discrete Gibbs sampler returns many NaN rhat
|
|
3
|
49
|
December 6, 2022
|
TruncatedNormal gives Inf in the mean prediction
|
|
4
|
57
|
December 6, 2022
|
Is using pyro.mask equivalent to setting requires_grad=False?
|
|
1
|
55
|
December 5, 2022
|
Normalising flow manual guide with mini-batch
|
|
7
|
71
|
December 3, 2022
|
NaN grad with MixtureOfDiagNormals
|
|
3
|
55
|
December 1, 2022
|
Contributing to ArviZ webinar
|
|
0
|
72
|
December 1, 2022
|
Breaking up the integration in multiple steps slows down the computation
|
|
8
|
78
|
November 30, 2022
|
Discard one chain from mcmc object
|
|
1
|
54
|
November 30, 2022
|