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Everyone should check out the interpret-community Python package developed by Microsoft that encapsulates a lot of these what if scenarios. There's an equivalen

Everyone should check out the interpret-community Python package developed by Microsoft that encapsulates a lot of these what if scenarios. There's an equivalent "no-code" dashboard. More importantly, it relies heavily on SHAP where possible, which I think is the cat's pajamas.

code_biologist 6y ago
Can you post a link?
- tbabej 6y ago
  Have a look at interpret.ml, which also links to their github org: https://github.com/interpretml https://github.com/interpretml
- data_ders 6y ago
  also here's the link to SHAP https://github.com/slundberg/shap https://github.com/slundberg/shap
rq1 6y ago
I second this. It is now in my default toolbox and almost all my models go through it. I use it also to “teach“ data science. Plus I met Rich Caruana who was presenting this at KDD, besides his awesome work (check out his paper on pneumonia), he’s a warm, simple and really receptive person.