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microsoft / responsible-ai-toolbox

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 libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
https://responsibleaitoolbox.ai/
MIT License
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Dashboard for anomaly detection #811

Open sriprad opened 3 years ago

sriprad commented 3 years ago

Hi Team,

This is great stuff you have built. Can you please share a link where i can apply this for anamoly detection related problem?

Thanks

imatiach-msft commented 3 years ago

hi @sriprad great question, I don't think we have an example notebook for an anomaly detection scenario yet. Honestly I don't think we have even thought about that scenario. I wonder if you can just try to treat it as a binary classification problem? Also, which widget are you using specifically (this repository has so many)? Can you give a dummy example of what you are trying to do (maybe even a jupyter notebook) and give more requirements for this scenario?