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The test case `test_shapley_batch_size[1-PermutationSampler-beta_coefficient_w-5-test_game0]` sometimes fails due to a precision problem. The test output is:
```txt
x: array([0.171717, 0.23 , 0…
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Do you have more detail for the proof? Through some simulations I get that
$$X^TWX = \frac{M}{M-1}I + cJ$$ instead of $$X^TWX = \frac{1}{M-1}I + cJ$$
(The inverse in the paper is that of the cor…
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I have a project where I would like to use a LightGBM model trained in Python do perform prediction on feature contributions (Shapley values), in the same manner as answered in this StackOverflow ques…
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First time posting here, so big props to @slundberg and everyone else contributing. Wonderful package.
I'm using a KernelExplainer to produce shapley values for a sample, and I noticed that each ti…
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It would be great if SHAP can support Asymmetric Shapley Values (ASV) as described in this [paper](https://arxiv.org/abs/1910.06358#:~:text=We%20introduce%20a%20less%20restrictive,be%20respected%20by%…
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Hi,
I am using mlr and iml to build an interpretable prediction model using xgboost. I tried Lime as well as shapley to extract the interpretable feature score (Lime) and phi values (Shapley).
`…
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Post regarind the SHAP example
https://dropout009.hatenablog.com/entry/2019/11/20/091450
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Will shapley interaction values be supported in the next release?
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When operating `from dowhy import gcm`, it reported: No module named 'numpy.dual'.
Details are below:
```
ModuleNotFoundError Traceback (most recent call last)
Cell In[26],…
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Our cache uses a running average to speed up the calculation of the shapley values for non-deterministic training. However, it is unclear how stable montecarlo shapley is towards non-deterministic tra…