bayesgroup/deepbayes-2019

Practical assignments of the Deep|Bayes summer school 2019

Materials of the Summer school on Deep learning and Bayesian methods 2019

deepbayes-2019's Issues

NF is not very clear

I think there is an error in Day6 SparseVD-solution.ipynb

The activation function of the last layer is F.log_softmax, but the loss is the CrossEntropyLoss.

Disfunctional links on preliminary_materials

Unable to follow the links in the preliminary materials readings prior to the 2019 summer school.

Typo in Colab notebooks on VAE (Day 2)

In the discussion in section "Distributions for VAE-->Normal Distribution", I think the posterior distribution should be q(z|x) instead of q(x|z)

Data source of the airline.npz file

Could somebody provide the source of the airline.npz file that is used in the Gaussian Process notebook?

How to solve the problem of Loss NaN

I wanted to implement sparse VD in convolution, but loss was NaN. Would anyone like to provide the code in the case of convolution? I am not very familiar with theano in the original code of the paper, and I still have problems after rewriting.
This is my code: