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Implement ProxSkip algorithm #2266

@epapoutsellis

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@epapoutsellis

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I strongly believe that this technique can actually improve algorithms developed for the last 20-30 years. Maybe a very bold statement but I stand by it because all my numerical experiments literally show this.

Check also Why-do-we-regularise-in-every-iteration

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import cil, sys
print(cil.version.version, cil.version.commit_hash, sys.version, sys.platform)

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