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Add Stable distribution with numerically integrated log-probability calculation (StableWithLogProb). #1253

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Run time

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Job	Run time
lint (3.8)	26s
docs (3.8)	2m 15s
tutorials-html (3.8)	2m 58s
funsor (3.8)	9m 30s
integration_2 (3.8)	40m 48s
unit (3.8)	1h 12m 17s
integration_1 (3.8)	32m 13s
examples (3.8)	25m 7s
finish (3.8)	10s
	3h 5m 44s