22 skills found
JuliaFirstOrder / ProximalAlgorithms.jlProximal algorithms for nonsmooth optimization in Julia
lx10077 / LassoConvex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.
Yunhui-Gao / ISTAIterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems
microsoft / AccbpgAccelerated Bregman Proximal Gradient Methods
unc-optimization / StochasticProximalMethodsA collection of stochastic proximal gradient methods for composite non-convex problems.
kul-optec / PANOC.jlNewton-type accelerated proximal gradient method in Julia
Wpatburke / Comparison Of Optimization Algorithms# Algorithms compared: # > Proximal Gradient Descent # > Accelerated Proximal Gradient Descent # > Coordinate Descent # > Alternating Direction Method of Multipliers (ADMM) #
EliaFantini / Image Reconstructor FISTA Proximal Method On Wavelets TransformAn Image Reconstructor that applies fast proximal gradient method (FISTA) to the wavelet transform of an image using L1 and Total Variation (TV) regularizations
pylat / Adaptive Proximal AlgorithmsA Julia package for adaptive proximal gradient and primal-dual algorithms
meco-group / RtPGMreal-time Proximal Gradient Method for linear MPC
wkhademi / TNNRPython implementation of "Matrix Completion by Truncated Nuclear Norm Regularization" by Zhang et al. Both the alternating direction method of multipliers (ADMM) and accelerated proximal gradient line search method (APGL) are implemented.
vienmai / AA ProxAnderson acceleration of proximal gradient methods
spougkakiotis / Z ProxSGA zeroth-order proximal stochastic gradient method for non-smooth and non-convex optimization
kose-y / ParProx.jlGPU-Parallel L1- and latent group-penalized logistic regression and Cox proportional hazard regression using the proximal gradient method.
zzduang / NPGL NPGDTwo nonmonotone retraction based proximal gradient methods for nonsmooth optimization over the Stiefel manifold.
JuliaSmoothOptimizers / RegularizedProblems.jlTest Cases for Regularized Optimization
rk-terence / APGD Accelerated Proximal Gradient Descent MethodThis is a python implementation of Accelerated Proximal Gradient Descent method.
koblererich / LisavmA variable metric proximal stochastic gradient method: an application to classification problems
krislock / IR FISTANumerical tests for "On Inexact Accelerated Proximal Gradient Methods with Relative Error Rules"
ngmarchant / Prox ElasticnetA Python package which implements the Elastic Net using the (accelerated) proximal gradient method.
