-
Hello,
I receive the error above after I use this command:
`shap_values
-
Hope this is the right place to ask a question like this, but I am trying to get my head around the missing property. In one of the papers it is written that
> If the simplified inputs represent fe…
-
# Focal loss implementation for LightGBM - Max Halford
Motivation If you’re reading this blog post, then you’re likely to be aware of LightGBM. The latter is a best of breed gradient boosting library…
-
Can I get outlier score per feature from the Pyod models?
Currently, I can get outlier score per record using decision_function(testData).
-
Hi,
Thanks for the package! I was wondering how is the variable order set when calculating the local interactions and if there could be a way to randomize that order to repeat the measure of the con…
-
## 🚀 Feature Request
The following is a non-exhaustive list of perturbation-based feature attribution methods that could be added to the library:
Method name
Source
In Captum
C…
-
How do Shapley values compare to Sobol indices from UQ? Shapley computes f(x)-E[f(x)] while Sobol decomposes output variance into fractions contributed by the inputs.
-
Hi,
Thanks for contributing to this great list by compiling so many resources! I just want to (shamelessly) self-promote some of my own contributions to the interpretability field:
1. Add a pap…
-
Hi,
I am attempting to implement Conservative LRP rules as part of #184 since I need it for a university project. I am running into certain issues with the classifier heads and was hoping you could…
-
My model is:
```
def GRU_FC(input_shape, filters, activ):
F0, F1, F2, F3 = filters
X_input = Input(shape=input_shape.shape[1:])
X0 = GRU(F0, activation = activ, name='fc0')(…