Add Stable distribution with numerically integrated log-probability calculation (StableWithLogProb). #1244

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Run time

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Job	Run time
lint (3.8)	26s
docs (3.8)	2m 34s
tutorials-html (3.8)	2m 56s
unit (3.8)	1h 3m 23s
integration_1 (3.8)	32m 39s
funsor (3.8)	10m 5s
integration_2 (3.8)	41m 31s
examples (3.8)	26m 1s
finish (3.8)	9s
	2h 59m 44s