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Hui Wen 06ed233a25 Error handling for rare classes (#455)
* error handling for rare classes

* change subtract to symmetric difference

* remove extra np.unique

* add warning for all instances of getting consensus labels

* error checking edits

* Add typing

Co-authored-by: Elías Snorrason <eliassno@gmail.com>

* black formatting

* update typing - labels_multiannotator will always already be converted to pd.dataframe

* make pred_probs options in typing

* add =None

* docstring edits

Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>

* add basic docstring

* Changed to verbose

* Removed unessesary calculation out of get_labels_quality_m

* Update cleanlab/multiannotator.py

* comment for lost classes check so it can be grepped

* caution about setting verbose to false

* advise against verbose=false in docstring

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Ulyana <ulyana@cleanlab.ai>
2022-09-16 19:26:29 -07:00
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