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ENH: Feature/restricted step

Antoine COLLET requested to merge feature/restricted_step into develop

See issue #10 (closed) : Implement ESMDA-RS (restricted step) which provides an automatic estimation of the inflation parameter and determines when to stop (number of assimilations) on the fly.

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