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Add Stable distribution with numerically integrated log-probability calculation (StableWithLogProb). #1249

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Run time

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Job	Run time
lint (3.8)	33s
tutorials-html (3.8)	2m 44s
docs (3.8)	2m 17s
funsor (3.8)	9m 50s
integration_1 (3.8)	32m 51s
unit (3.8)	1h 7m 3s
integration_2 (3.8)	41m 27s
examples (3.8)	26m 0s
finish (3.8)	10s
	3h 2m 55s