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Rla nouveau

Matthieu Authier requested to merge rla_nouveau into master

add function rla_nouveau wih documentation and examples. The function implements a new control rule, based on work with Fanny Ouzoulias and Nicolas Bousquet. Clean-up of internal checks (with assert_that) in many functions

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