sceki / probai-2021

Materials of the Nordic Probabilistic AI School 2021.

ProbAI 2021

Materials of the Nordic Probabilistic AI School 2021.

Recorded lectures and tutorials, slides and program code from the Nordic Probabilistic AI School (ProbAI 2020)).

Lectures and Tutorials

• Day 1 (June 14):
  • [slides] Antonio Salmerón - Introduction to Probabilistic Models
  • [slides, notebooks] Andrés R. Masegosa & Thomas D. Nielsen - Probabilistic Programming
• Day 2 (June 15): *
• Day 3 (June 16): *
• Day 4 (June 17): *
• Day 5 (June 18):
  • [slides] Didrik Nielsen - Normalizing Flows and PixelCNN

Google Colab

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

Talks slides

• Day 1: *
• Day 2: *
• Day 3: *
• Day 4: *
• Day 5: *