probabl-ai / skore

Skore lets you "Own Your Data Science." It provides a user-friendly interface to track and visualize your modeling results, and perform evaluation of your machine learning models with scikit-learn.
https://probabl-ai.github.io/skore/
MIT License
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RecursiveDriftAnalysis - follow up of train_test_split: help to detect the drift on a dataset #550

Open MarieS-WiMLDS opened 4 weeks ago

MarieS-WiMLDS commented 4 weeks ago

Is your feature request related to a problem? Please describe.

As a Data Scientist, I want to know if there is drift in my dataset, and on which columns.
I want to be able to precise on which column the dataset should be read (index? one column in particular?).

Describe the solution you'd like

We could use the solution described in https://github.com/probabl-ai/skore/issues/498, but I think it actually requires more user & market research before that.

Describe alternatives you've considered, if relevant

No response

Additional context

No response