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Add Stable distribution with numerically integrated log-probability calculation (StableWithLogProb). #1252

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Run time

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Job	Run time
lint (3.8)	30s
tutorials-html (3.8)	2m 48s
docs (3.8)	2m 14s
integration_1 (3.8)	32m 11s
unit (3.8)	1h 7m 31s
funsor (3.8)	9m 52s
integration_2 (3.8)	41m 32s
examples (3.8)	25m 39s
finish (3.8)	9s
	3h 2m 26s