Implement Unsupervised Outlier Detection with LOF #560

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Run time

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Job	Run time
tests (3.7)	22m 21s
tests_windows (3.7)	25m 32s
tests (3.8)	21m 27s
tests_windows (3.8)	21m 15s
tests (3.9)	21m 25s
tests_windows (3.9)	23m 43s
tests (3.10)	21m 48s
tests_windows (3.10)	22m 9s
	2h 59m 40s