Materials of the Nordic Probabilistic AI School 2021.
Recorded lectures and tutorials, slides and program code from the Nordic Probabilistic AI School (ProbAI 2020)).
- Day 1 (June 14):
- Day 2 (June 15): *
- Day 3 (June 16): *
- Day 4 (June 17): *
- Day 5 (June 18):
- [slides] Didrik Nielsen - Normalizing Flows and PixelCNN
If your local computer doesn't have all the software packages and you are not able to finish the installation, you can try Google Colab.
Start the Google Colab notebook with the following line to install the necessary packages !pip install -q --upgrade pyro-ppl torch.
- Day 1 -
students_PPLs_Intro.ipynb,bayesian_linear_regression.ipynb - Day 2 -
- Day 3 -
- Day 4 -
- Day 5 - Didrik Nielsen - Normalizing Flows and PixelCNN
- Day 1: *
- Day 2: *
- Day 3: *
- Day 4: *
- Day 5: *