Dylan Sherry

Status: we had conversation. The use-case for computing graphs on training / CV data is to debug models. I.e., if a model has a completely different predicted vs actual, ROC...

Once #1757 is done, this issue tracks also adding target name to estimators. (Accessible from pandas Series as `name` attr)

@kmax12 , could you explain what the goal is here? I think I don't have the right context yet to understand the motivation. Why does the estimator need the feature...

@angela97lin thanks, that makes sense. Notes from discussing this with Max just now: This originally came from user feedback. The user wanted to see the list of features which were...

This issue has sat around for a while. Let's have it track designing APIs which do the following: * Allow users to access the feature names passed as inputs to...

Our component graph now supports two things which help here 1. Compute features provided to estimator 2. View the output of each component in the graph We don't actually have...

Sounds good to me. I would focus first on that specific example from @chukarsten comment.

Got it. So this is the last piece we need to make it so that log transform gets turned on/off by the data check, but that users can override this...

Sounds good. Let's add this to our component. If we don't get clear test results adding this to automl too, no need for now, can wait for new algo.

Note that when we do this we should also prioritize #2952 to add VW support to conda