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Version: 0.93

operators.filter.LabelIntFilter

class operators.filter.LabelIntFilter(label_ints, filter_type='include', label_col='preds')

A filter that includes/excludes all datapoints corresponding to specified label ints.

This operator either includes or excludes datapoints in passing dataframes that have integer labels in the set of provided :label_ints.

Parameters:

  • label_ints (List[int]) – The list of integers to use when applying the filter

  • filter_type (str, default: 'include') – The type of filter to apply (either “include” or “exclude”)

  • label_col (str, default: 'preds') – The column in the passing dataframe to look for label integers