simpleml.datasets.abstract_mixin module

Abstract Module for external dataframes

Inherit and extend for particular patterns. It is a bit of a misnomer to use the term “dataframe”, since there are very few expected attributes and they are by no means unique to pandas.

Does not actually implement behavior. Added for transparency into expected methods

class simpleml.datasets.abstract_mixin.AbstractDatasetMixin

Bases: object

X

Return the subset that isn’t in the target labels

get(column, split)

Unimplemented method to explicitly split X and y Must be implemented by subclasses

get_feature_names()

Should return a list of the features in the dataset

y

Return the target label columns