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Update notebook example with causal trees interpretation #683

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merged 1 commit into from
Sep 24, 2023

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alexander-pv
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@alexander-pv alexander-pv commented Sep 23, 2023

Proposed changes

Hi!
This PR updates jupyter notebook with shap usage for causal trees.
Related shap PR: shap/shap#3273

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What types of changes does your code introduce to CausalML?
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  • Bugfix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
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  • I have read the CONTRIBUTING doc
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  • Lint and unit tests pass locally with my changes
  • I have added tests that prove my fix is effective or that my feature works
  • I have added necessary documentation (if appropriate)
  • Any dependent changes have been merged and published in downstream modules

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If this is a relatively large or complex change, kick off the discussion by explaining why you chose the solution you did and what alternatives you considered, etc. This PR template is adopted from appium.

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@jeongyoonlee jeongyoonlee left a comment

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LGTM. Thanks for the contribution. The build is failing due to the latest update in XGBoost APIs, which will be addressed in #681.

@jeongyoonlee jeongyoonlee merged commit 8e51cad into uber:master Sep 24, 2023
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2 participants