ModelOriented / ModelOriented/DALEX
[fastai] 'DataFrame' object has no attribute 'to_frame' with fastai
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Description
I'm trying to wrap a fastai tabular learner with DALEX. I got 'DataFrame' object has no attribute 'to_frame' error with dx.Explainer(learn, xs, y, label = "Deep NN"). Any potential problems with this line of code? Thanks!
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First steps
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Research direction
Start by reproducing the failure at the dx.Explainer(learn, xs, y, label="Deep NN") entry point with the reported fastai tabular learner and inputs. Trace where the DataFrame object's missing to_frame attribute is accessed; done means the explainer initializes successfully for this case or the incompatibility is clearly documented.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100