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Add module for causal discovery #619

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Zethson opened this issue Dec 1, 2023 · 0 comments
Open
5 tasks

Add module for causal discovery #619

Zethson opened this issue Dec 1, 2023 · 0 comments
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enhancement New feature or request

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@Zethson
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Zethson commented Dec 1, 2023

We recently implemented causal inference with dowhy. However, currently ehrapy has no module to also conduct causal discovery or in other words determine causal graphs on its own. It'd be great to have a robust API for causal discovery which, just like dowhy, tries to robustly infer causal graphs. Robustness is very important here.

  • Research on which Python packages are out there
  • Papers that used them
  • API design draft
  • Implementation + tests
  • Tutorials
@Zethson Zethson added the enhancement New feature or request label Dec 1, 2023
@Lilly-May Lilly-May mentioned this issue May 4, 2024
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