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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
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Sales profit dataset. #1003

Closed robomotic closed 1 year ago

robomotic commented 1 year ago

Hi there. I have a dataset generator for this example: https://aws.amazon.com/blogs/opensource/root-cause-analysis-with-dowhy-an-open-source-python-library-for-causal-machine-learning/

We can improve it in the future with more parameters but is a good start. Cheers.

bloebp commented 1 year ago

Revised the generator to be closer to the blog post data.

bloebp commented 1 year ago

Has been merged in https://github.com/py-why/dowhy/pull/1014