responsible-ai-toolbox
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microsoft
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libr...
In RAI dashboard, when selecting two datapoints in the feature importance plot, the "sort by absolute" toggle is on in the UI, but the chart doesn't actually sort by absolute...
I have several questions about the Causal Analysis tab within the RAI dashboard. I hope someone can help me with this :) I'm using this component, to analyse fairness on...
For 'Create new cohort' panel, when selecting Predicted Y included value is 0, the filter displayed is 'Predicted Y includes '. Expect: 'Predicted Y includes 0'  
Version of raiwidgets: import raiwidgets print(raiwidgets.version) 0.9.2 Steps to reproduce: - Search for one of the features in the income dataset. For example "relationship". The only way to pick a...
In SynapseML project, it is possible to calculate ICE plots in Spark, but currently there is no way to send the pre-computed ICE values to the RAI dashboard.
 Reproducibility steps: 1) Created the dashboard for clf = LGBMClassifier(n_estimators=5) 2) Recreated the dashboard for clf = LGBMClassifier(n_estimators=4) The top left legend did not get updated.
From user issue: https://github.com/interpretml/interpret-community/issues/465 Which belongs in this repo instead: ``` I think sometimes it'd be really useful to allow to show the Dependence plot using the log scale for...
Here I have selected the red bar but the dependence plot below is green. Also, the selected bar should have some indicator (say a border, to show that this was...
Suggested by Melanie Fernandez Pradier: “Given a model trained on certain features, is there any way I can include additional features (not used in training) but that I want to...
While in the dataset explorer, when trying to do a comparison between predicted and ground truth, one has to switch which attribute is being expressed by the color value. I'd...
