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Closes #13
Given the complexities of trying to allow this to work on various combinations of Python (<3.8 and 3.8) and sklearn (0.20, 0.22, 0.23) I have tested this against the following combinations:
python 3.7 and sklearn 0.20
python 3.7 and sklearn 0.22
python 3.7 and sklearn 0.23
python 3.8 and sklearn 0.22
python 3.8 and sklearn 0.23