py-why / dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
https://www.pywhy.org/dowhy
MIT License
6.89k stars 916 forks source link

Add GCM online shop example notebook #1073

Closed bloebp closed 7 months ago

bloebp commented 7 months ago

This is an updated and slightly modified version of the blog post: https://aws.amazon.com/blogs/opensource/root-cause-analysis-with-dowhy-an-open-source-python-library-for-causal-machine-learning/

Attached is a pre-rendered version. gcm_online_shop.pdf

NOTE: Once the dependent PRs are merged, this PR will be updated to add the notebook to the documentation.