Can you please explain how to use inference="bootstrap" in Deep IV example?
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Description
Adding inference="bootstrap" in the below example leads to the following error: TypeError: cannot pickle '_thread.RLock' object
deepIvEst.fit(Y=y,T=t,X=x,Z=z, inference="bootstrap") from below example.
https://github.com/microsoft/EconML/blob/main/notebooks/Deep%20IV%20Examples.ipynb
TensorFlow 2.6.0
Keras 2.6.0
Python 3.7
EconML 0.13.1
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Research direction
Start with the Deep IV Examples.ipynb notebook and reproduce deepIvEst.fit(Y=y,T=t,X=x,Z=z, inference="bootstrap") using the listed Python, TensorFlow, Keras, and EconML versions. Trace the reported pickle RLock error and update the example or its explanation so users can tell how bootstrap inference is supported and how to verify the result.
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Assessment
- Tech stack
- jupyter-notebook, python, tensorflow
- Domain
- documentation, machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100