zecevic-matej / ESSAI-2023-Causality

European Summer School on AI Course "Machines Climbing Pearl's Ladder of Causation"

The Official Repository for the ESSAI 2023 Course

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There are 2 things to be found in this repository:

1. The lecture slides as .pdf. Simply go into Lecture-Slides/.
2. The Code Tutorial as .ipynb (Jupyter Notebook). Details on running the tutorial:
   • 1. Open a Google Colab session.
     2. Select runtime "GPU" if wished.
     3. Then add the remaining local files from the git repository to the runtime (otherwise the dependencies break). These files are the ones ending in .py and .csv.
     4. Then simply run and enjoy 😍

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Course is headed by Adèle Ribeiro (AR), Devendra Singh Dhami (DD) and Matej Zečević (MZ).

Lecture 1: DD, Lecture 2: AR, Lecture 3: MZ, Lecture 4: MZ, Lecture 5: AR & DD.# Causality-Tutorial