Causality Tutorial Exercises

Contributors: Rune Christiansen, Jonas Peters, Niklas Pfister, Sorawit Saengkyongam, Sebastian Weichwald. The MIT License applies; copyright is with the authors. Some exercises are adapted from "Elements of Causal Inference: Foundations and Learning Algorithms" by J. Peters, D. Janzing and B. Schölkopf.

Python

Launch a instance to work on the causality exercises in your browser.
No installation/registration/account required.

Alternatively, use one of the following options:

1. podman run --rm -p 8888:8888 docker.io/learningbydoingdocker/causality-tutorial-exercises,
   follow the shown link to open the notebook in your browser
2. clone repository, install ./requirements.txt, and run jupyter notebook ./python/Causality_Tutorial_Exercises.ipynb
3. 

R

Launch a instance to work on the causality exercises in your browser.
No installation/registration/account required.

Alternatively, use one of the following options:

1. podman run --rm -p 8888:8888 docker.io/learningbydoingdocker/causality-tutorial-exercises,
   follow the shown link to open the notebook in your browser
2. clone repository, install packages as per ./install.R, and run jupyter notebook ./R/Causality_Tutorial_Exercises.ipynb
3.