anchor
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marcotcr
Code for "High-Precision Model-Agnostic Explanations" paper
How can we run `anchor_tabular.AnchorTabularExplainer` in batch incrementally for large set of training data? I need help to do adaptively learning after laoding ` anchor_tabular.AnchorTabularExplainer` learned from previous chunk of...
Still in the process of understanding the core algo but from the current understanding found it weird for the explainer to be returning empty `anchors`. Is that by design? Mentioned...
 I clone the repository and run "Anchor on tabular data.ipynb" and occure this error comment this two line like:  then everything goes well.
Text、tabular data、image, I have no idea how to perturb different data format specifically, and seems there is no explicit mention in paper.
Hi, I noticed in this comment [here](https://github.com/marcotcr/anchor/issues/57#issuecomment-690758122) that Spacy support has been removed (though I could be interpreting that wrong). Does this mean it can be removed as a dependency?...
There seems to be a comment [here](https://github.com/marcotcr/anchor/blob/f1a7a9f1c863cec2d3bffa0820dfa9a9cfffcc46/anchor/anchor_tabular.py#L289) stating that something will no longer work. Is that still the case or is that an old comment? Also, in this function, why...
When running anchor I receive the following error explainer = anchor_tabular.AnchorTabularExplainer(possible_outcomes, feature_names, X2E, categorical_names) explainer.fit(X_train, y_train, X_test, y_test) Traceback (most recent call last): File "", line 1, in explainer =...
When installing anchor from pypi, scikit-learn 0.24 (current stable release) is installed as a dependency. However, this is incompatible, resulting in 'TypeError: ufunc 'isnan' not supported for the input types,...
I am using HELOC dataset which can be downloaded from https://community.fico.com/s/explainable-machine-learning-challenge?tabset-3158a=2. I am using an XGBoost model as classification function and trying to use Anchors as an explainability technique over...
