Same Issue: codes don't work in Deepiv setting inference='bootstrap'
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Description
The code seems to work well without setting inference='bootstrap', but I encounter an error when attempting to obtain inference using bootstrap when I use the example in Notebook or my data. I found the same issue in github https://github.com/py-why/EconML/issues/367, but still no solution.
If any possible , provide information about the version environment settings used in the example Deepiv code, including details about the versions of Python, EconML, Keras, and TensorFlow that were employed? Besides, I am interested in obtaining some example code for performing inference in Deepiv, particularly when using the bootstrap method.
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Research direction
Start with the DeepIV example in the Notebook and the related issue #367; reproduce inference='bootstrap' while recording the Python, EconML, Keras, and TensorFlow versions. Done means the bootstrap path runs on the example, or the environment-specific failure is documented with complete reproducible settings and the error details.
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Assessment
- Tech stack
- jupyter-notebook, keras, python, tensorflow
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100