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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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Library functions for temporal causal functionality #1218

Open srivhash opened 5 days ago

srivhash commented 5 days ago

These functions allow causal inference for temporal data. These helper functions help pre-process the dataframe according to the discovered temporal causal graph, which can be further used for causal effect estimation.

srivhash commented 5 days ago

@amit-sharma The initial PR for temporal causal discovery has been created. Let us discuss, and work on further implementation plan