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Add Stable distribution with numerically integrated log-probability calculation (StableWithLogProb). #1250

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Run time

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Job	Run time
lint (3.8)	28s
tutorials-html (3.8)	2m 49s
docs (3.8)	2m 17s
integration_2 (3.8)	40m 54s
integration_1 (3.8)	32m 11s
funsor (3.8)	9m 22s
unit (3.8)	1h 5m 37s
examples (3.8)	26m 35s
finish (3.8)	13s
	3h 0m 26s