Shap Bug
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Description
I'm getting a numpy error when I'm running shap. I'm using:
econml 0.14.1
numpy 1.24.3
`np.bool` was a deprecated alias for the builtin `bool`. To avoid this error in existing code, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.
The aliases was originally deprecated in NumPy 1.20; for more details and guidance see the original release note at:```Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No source file or test is named. First reproduce the SHAP execution with econml 0.14.1 and NumPy 1.24.3, then use the traceback to locate the deprecated NumPy alias; done means the reported execution succeeds without the AttributeError and an appropriate regression check covers it.
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Assessment
- Tech stack
- numpy, python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100