Allow specification of subset sizes as percentage (#264) #99

Job	Run time
test (python=3.8 pandas=1.0 matplotlib=3.1.2 numpy=1.17)	1m 27s
test (pandas matplotlib numpy)	1m 18s
	2m 45s

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