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Add Stable distribution with numerically integrated log-probability calculation (StableWithLogProb). #1248

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Job	Run time
lint (3.8)	31s
docs (3.8)	2m 20s
tutorials-html (3.8)	2m 42s
integration_1 (3.8)	32m 49s
integration_2 (3.8)	41m 13s
unit (3.8)	1h 7m 23s
funsor (3.8)	9m 32s
examples (3.8)	25m 55s
finish	0s
	3h 2m 25s