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Topic: "admm-algorithm"

TinyMPC/TinyMPC

Model-predictive control for microcontrollers

Language: C++ - Size: 2.24 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 848 - Forks: 108

BerkeleyAutomation/rlqp

Accelerating Quadratic Optimization with Reinforcement Learning

Size: 313 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 89 - Forks: 16

quentinll/diffqcqp

Implementations of QP/QCQP solvers using ADMM algorithm

Language: C++ - Size: 1.06 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 43 - Forks: 7

JuliaFirstOrder/SeparableOptimization.jl

A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.

Language: Julia - Size: 220 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 25 - Forks: 4

eboigne/PyTV-4D

Python routines to compute the Total Variation (TV) of 2D, 3D and 4D images on CPU & GPU. Compatible with proximal algorithms (ADMM, Chambolle & Pock, ...)

Language: Python - Size: 4.01 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 6

namwonss/ADOM

[IEEE Access 2023] ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image

Language: MATLAB - Size: 996 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 14 - Forks: 2

Hou-Guojia/UTV

UTV:A novel dark channel prior guided variational framework for underwater image restoration

Language: MATLAB - Size: 163 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 0

SayantanDutta95/QAB-PnP-ADMM-Deconvolution

Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.

Language: MATLAB - Size: 142 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

MRColorR/SVM_ADMM-Distributed

Project to Solve a SVM fitting problem in MATLAB using a consensus distributed ADMM approach and CVX. Two SMW has been trained and tested on different datasets.

Language: MATLAB - Size: 56.6 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

tianrui-qi/ADMM-for-SVM

Derivation of ADMM for solving soft-margin SVM objective function and implementation of the solver in Matlab.

Language: MATLAB - Size: 3.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

manyaafonso/pySENS

Python implementation of optimization methods for inverse problems in imaging.

Language: Jupyter Notebook - Size: 3.32 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

chaidisheng/Convex_Optimization

convex optimization

Language: Python - Size: 85.9 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

andyh1469/admm-imbalanced

ADMM for Class-Imbalanced Training of Binary Image Classifiers

Language: Python - Size: 179 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

XIRZC/trpca.exp

Codes of `Tensor Robust Principal Component Analysis` expreiments. Besides, this repo is for my own convex optimization assignments, so do not copy for your assignments !!!

Language: MATLAB - Size: 57.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

VikhyatBansal/Mathematics_for_Intelligent_Systems

All the stuff related to MATHS and GOD........ it's hard xp

Language: MATLAB - Size: 187 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MiraWelner/Chan-ADMM-Reimplementation

A re-implementaion of Professor Stanley Chan's Plug and Play ADMM Paper created for Professor Qi Guo's machine learning class at Purdue University

Language: Python - Size: 15.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

likhitkalla/Lasso-and-Ridge-using-ADMM Fork of iyashk/Lasso-and-Ridge-using-ADMM

Analyzing LASSO and Ridge regressions using ADMM and Gradient Descent methods. Also the ADMM model is compared with that of Sci-Kit Learn's existing model.

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Related Topics
optimization 6 admm 5 image-restoration 4 convex-optimization 4 proximal-operators 3 computer-vision 3 image-processing 3 svm 2 constrained-optimization 2 svm-classifier 2 total-variation 2 deblurring 2 matlab 2 deconvolution 2 inverse-problems 2 optimization-algorithms 2 reinforcement-learning 1 td3 1 quadratic-programming 1 osqp 1 svm-soft-margin 1 bigdata 1 cvx 1 distributed-computing 1 machine-learning 1 augmented-lagrangian-method 1 image-recovery 1 image-reconstruction 1 image-inpainting 1 quantum-mechanics 1 quantum-image-processing 1 quantum-denoiser 1 quantum-computing 1 quantum 1 plugandplay 1 solver 1 model-predictive-control 1 separable-optimization 1 quadratic 1 proximal-algorithms 1 prox 1 piecewise-quadratic 1 piecewise 1 nonsmooth-optimization 1 linearly-separable 1 linearly-constrained 1 julia-language 1 julia 1 first-order-methods 1 first-order 1 convex 1 proxiaml-operator 1 pds 1 hqs 1 fbs 1 drs 1 pytorch 1 differentiable-solvers 1 svm-training 1 project 1 optimization-problem 1 computed-tomography 1 chambolle-pock 1 underwater-images 1 underwater 1 dark-channel-prior 1 research 1 python 1 de-blurring 1 tensor-robust-pca 1 robust-pca 1 background-subtraction 1 stripe-removal 1 stripe-noise-removal 1 remote-sensing-image 1 remote-sensing 1 noise-removal 1 noise-reduction 1 image-enhancement 1 image-destriping 1 destriping 1 alternating-direction-method-of-multipliers 1 adom 1 scikitlearn-machine-learning 1 regression-models 1 plug-and-play-priors 1 inverse-problem 1 image 1 fluorescence-microscopy-imaging 1 deblurring-algorithm 1 adaptive-transformation 1 adaptive-denoiser 1 scribble 1 scratch3 1 probability 1 navier-stokes 1 microsoftexcel 1 markov-chain 1 kernelmethods 1 inverse-fourier-transform 1