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  • Installation
  • Tutorials
  • PyProximal API
  • Implementing new operators
  • Contributing
  • Changelog
  • Credits

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  • pyproximal.projection.AffineSetProj
  • pyproximal.projection.BoxProj
  • pyproximal.projection.EuclideanBallProj
  • pyproximal.projection.HankelProj
  • pyproximal.projection.HyperPlaneBoxProj
  • pyproximal.projection.IntersectionProj
  • pyproximal.projection.L0BallProj
  • pyproximal.projection.L01BallProj
  • pyproximal.projection.L1BallProj
  • pyproximal.projection.NuclearBallProj
  • pyproximal.projection.SimplexProj
  • pyproximal.ProxOperator
  • pyproximal.utils.moreau.moreau
  • pyproximal.AffineSet
  • pyproximal.Box
  • pyproximal.Euclidean
  • pyproximal.EuclideanBall
  • pyproximal.Hankel
  • pyproximal.Huber
  • pyproximal.Intersection
  • pyproximal.L0
  • pyproximal.L0Ball
  • pyproximal.L01Ball
  • pyproximal.L1
  • pyproximal.L1Ball
  • pyproximal.L2
  • pyproximal.L2Convolve
  • pyproximal.L21
  • pyproximal.L21_plus_L1
  • pyproximal.Orthogonal
  • pyproximal.Quadratic
  • pyproximal.Simplex
  • pyproximal.TV
  • pyproximal.ETP
  • pyproximal.Geman
  • pyproximal.Log
  • pyproximal.Log1
  • pyproximal.QuadraticEnvelopeCard
  • pyproximal.QuadraticEnvelopeCardIndicator
  • pyproximal.RelaxedMumfordShah
  • pyproximal.SCAD
  • pyproximal.Nuclear
  • pyproximal.NuclearBall
  • pyproximal.SingularValuePenalty
  • pyproximal.QuadraticEnvelopeRankL2
  • pyproximal.Nonlinear
  • pyproximal.VStack
  • pyproximal.utils.bilinear.BilinearOperator
  • pyproximal.utils.bilinear.LowRankFactorizedMatrix
  • pyproximal.optimization.primal.AcceleratedProximalGradient
  • pyproximal.optimization.primal.ADMM
  • pyproximal.optimization.primal.ADMML2
  • pyproximal.optimization.primal.GeneralizedProximalGradient
  • pyproximal.optimization.primal.HQS
  • pyproximal.optimization.primal.LinearizedADMM
  • pyproximal.optimization.primal.ProximalGradient
  • pyproximal.optimization.primal.ProximalPoint
  • pyproximal.optimization.primal.TwIST
  • pyproximal.optimization.palm.PALM
  • pyproximal.optimization.pnp.PlugAndPlay
  • pyproximal.optimization.sr3.SR3
  • pyproximal.optimization.primaldual.AdaptivePrimalDual
  • pyproximal.optimization.primaldual.PrimalDual
  • pyproximal.optimization.bregman.Bregman
  • pyproximal.optimization.segmentation.Segment
  • PyProximal API
  • pyproximal.o...

pyproximal.optimization.primal.AcceleratedProximalGradient#

pyproximal.optimization.primal.AcceleratedProximalGradient(proxf, proxg, x0, tau=None, beta=0.5, epsg=1.0, niter=10, niterback=100, acceleration='vandenberghe', callback=None, show=False)[source]#

Accelerated Proximal gradient

This is a thin wrapper around pyproximal.optimization.primal.ProximalGradient with vandenberghe or ``fista``acceleration. See pyproximal.optimization.primal.ProximalGradient for details.

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