lanl/scico

Scientific Computational Imaging COde

Language: Python - Size: 2.4 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 86 - Forks: 17

LCAV/LenslessPiCam

Lensless imaging toolkit. Complete tutorial: https://go.epfl.ch/lenslesspicam

Language: Python - Size: 102 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 39 - Forks: 20

TinyMPC/tinympc-python

Python interactive interface for TinyMPC

Language: Python - Size: 2.82 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 7 - Forks: 2

JuliaFirstOrder/ProximalAlgorithms.jl

Proximal algorithms for nonsmooth optimization in Julia

Language: Julia - Size: 5.81 MB - Last synced: 9 days ago - Pushed: 3 months ago - Stars: 123 - Forks: 18

JuliaFirstOrder/ProximalOperators.jl

Proximal operators for nonsmooth optimization in Julia

Language: Julia - Size: 2.13 MB - Last synced: 15 days ago - Pushed: 7 months ago - Stars: 128 - Forks: 23

bwohlberg/sporco

Sparse Optimisation Research Code

Language: Python - Size: 13.4 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 249 - Forks: 37

Ahmed-Bayoumy/DMDO

Distributed Multidisciplinary Design Optimization

Language: Python - Size: 9.65 MB - Last synced: 12 days ago - Pushed: 28 days ago - Stars: 4 - Forks: 2

exanauts/ExaAdmm.jl

Julia implementation of ADMM solver on multiple GPUs

Language: Julia - Size: 1.01 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 15 - Forks: 1

dkazanc/ToMoBAR

TOmographic MOdel-BAsed Reconstruction (ToMoBAR) software

Language: Python - Size: 66.8 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 45 - Forks: 12

shamim-hussain/async_admm_consensus

Asynchronous ADMM for Consensus Optimization

Language: Jupyter Notebook - Size: 47.5 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 8 - Forks: 2

unattended-ch/admm

ADMin Menu TUI - Manage your server from console

Language: Shell - Size: 31.6 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

fby1997/Lasso-Regression-coordinate-gradient-descent-proximal-gradient-and-ADMM-Ridge-Regression

Use Ridge Regression and Lasso Regression in prostate cancer data

Language: Python - Size: 16.6 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 5 - Forks: 3

JuliaFirstOrder/SeparableOptimization.jl

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

Language: Julia - Size: 220 KB - Last synced: 16 days ago - Pushed: almost 3 years ago - Stars: 23 - Forks: 4

nlesc-dirac/sagecal

SAGECal is a fast, memory efficient and GPU accelerated radio interferometric calibration program. It supports all source models including points, Gaussians and Shapelets. Distributed calibration using MPI and consensus optimization is enabled. Both spectral and spatial priors can be used as constraints. Tools to build/restore sky models are included.

Language: C - Size: 40.1 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 11 - Forks: 8

TinyMPC/tinympc-matlab

MATLAB interactive interface for TinyMPC

Language: MATLAB - Size: 1.98 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 3

qlt315/Blockchain-enabled-UCMEC

Simulation code of our paper in IEEE Transactions on Cognitive Communications and Networking: ''Energy-Efficient Blockchain-enabled User-Centric Mobile Edge Computing''

Language: MATLAB - Size: 4.1 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 33 - Forks: 2

jwliao1209/Online-Dictionary-Learning

A MATLAB implementation of "Image Inpainting using Online Dictionary Learning".

Language: MATLAB - Size: 20.4 MB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 2 - Forks: 1

benedekrozemberczki/NMFADMM

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Language: Python - Size: 7.13 MB - Last synced: 24 days ago - Pushed: almost 2 years ago - Stars: 42 - Forks: 11

namwonss/ADOM

ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image

Language: MATLAB - Size: 990 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 5 - Forks: 1

TinyMPC/tinympc-julia

Julia interactive interface for TinyMPC

Language: Julia - Size: 382 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 1

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: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 1

ShaoruChen/DeepSplit

Solving the linear programming-based neural network verification problem through Alternating Direction Method of Multipliers (ADMM).

Language: Python - Size: 24.5 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 1

Lukeli0425/Galaxy-Deconvolution

Size: 13.8 GB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

egpivo/QuantRegGLasso

R Package: Adaptively weighted group lasso for semiparametic quantile regression models

Language: R - Size: 2.07 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

Ali-Mahzarnia/MFSGrp-class2

R package: Computes the solution path of the multivariate Scalar-on-Functional Elastic Net regression in serial and parallel.

Language: R - Size: 479 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

Ali-Mahzarnia/MFSGrp

R package: Computes the solution path of the multivariate Scalar-on-Functional Elastic Net regression in serial and parallel.

Language: R - Size: 307 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

egpivo/SpatPCA

R Package: Regularized Principal Component Analysis for Spatial Data

Language: R - Size: 108 MB - Last synced: 5 days ago - Pushed: 4 months ago - Stars: 18 - Forks: 1

egpivo/SpatMCA

R Package: Regularized Spatial Maximum Covariance Analysis

Language: C++ - Size: 16.4 MB - Last synced: 13 days ago - Pushed: 3 months ago - Stars: 4 - Forks: 1

scottstanie/spurs

Sparse phase unwrapping of InSAR interferograms

Language: Jupyter Notebook - Size: 11.9 MB - Last synced: 28 days ago - Pushed: about 1 year ago - Stars: 19 - Forks: 2

VITA-Group/UVC

[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang

Language: Python - Size: 7.81 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 40 - Forks: 5

exanauts/ExaTron.jl

Julia implementation of TRON solver on GPUs

Language: Julia - Size: 10.2 MB - Last synced: 16 days ago - Pushed: 8 months ago - Stars: 15 - Forks: 4

Hulalazz/A-_Guide_-to_Data_Sciecne_from_mathematics

It is a blueprint to data science from the mathematics to algorithms. It is not completed.

Language: HTML - Size: 27.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 47 - Forks: 18

Matrixeigs/Optimization-techniques-and-applications-in-energy-systems

Modelling and optimization for microgrids, energy hubs, distribution systems and transmission systems

Language: JetBrains MPS - Size: 37.1 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

YASHANAND23IITKGP/LIME_IMAGE_PROCESSING

LIME: Low-Light Image Enhancement via Illumination Map Estimation

Language: MATLAB - Size: 7.94 MB - Last synced: 6 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

fangvv/LassoADMM

Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

Language: MATLAB - Size: 5.29 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 37 - Forks: 28

ketanfatania/QMRI-PnP-Recon-POC

Plug-and-Play Magnetic Resonance Fingerprinting based Quantitative MRI Reconstruction using Deep Denoisers (Proof of Concept) (IEEE ISBI 2022)

Language: MATLAB - Size: 35.1 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 9 - Forks: 4

zl376/admm_newton_con

Newton ADMM method with linear inequality constraints

Language: Jupyter Notebook - Size: 31.3 KB - Last synced: 7 months ago - Pushed: almost 6 years ago - Stars: 7 - Forks: 1

shahsohil/CoLaMP

The source code for the CVPR 2016 paper "Estimating Sparse Signals with Smooth Support via Convex Programming and Block Sparsity".

Language: Matlab - Size: 43.8 MB - Last synced: 7 months ago - Pushed: almost 7 years ago - Stars: 2 - Forks: 5

aparek/detoks

Detection of K-complexes and Sleep Spindles (DETOKS) using Sparse Optimization for sleep EEG

Language: MATLAB - Size: 45.9 KB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 3 - Forks: 4

dlaptev/RobustPCA

Robust PCA implementation and examples (Matlab)

Language: Matlab - Size: 70.3 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 180 - Forks: 73

osqp/osqp-r

R interface for OSQP

Language: R - Size: 158 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 12 - Forks: 6

Bhartendu-Kumar/PnP-Conv

SPL Paper Codes

Language: Python - Size: 2.48 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 1

bhushan23/ADMM

Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression

Language: Jupyter Notebook - Size: 735 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 107 - Forks: 27

sedaboni/ADMM-DIPTV

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

Language: Python - Size: 51.1 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 24 - Forks: 4

MohammadSadeghSalehi/Deep_Learning_ADMM

ADMM approach to train neural networks without gradient.

Language: Python - Size: 37.1 KB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

simhag/Portfolio-Optimization Fork of RaphAbb/Portfolio-Optimization

Portfolio Optimization - Most Diversified Portfolio

Language: Python - Size: 4.26 MB - Last synced: 9 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 1

haimengzhao/CAE-ADMM

CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders

Language: Python - Size: 1.01 GB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 42 - Forks: 9

DeepthiSudharsan/Sem2-Projects

Other Small Semester 2 Projects

Language: Jupyter Notebook - Size: 26 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 0

juliennonin/project-source-separation

[m1ds][project] Hyperspectral unmixing with Poisson noise

Language: Python - Size: 1.47 MB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

oxfordcontrol/CDCS

An open-source MATLAB® ADMM solver for partially decomposable conic optimization programs.

Language: MATLAB - Size: 10.8 MB - Last synced: 12 months ago - Pushed: over 4 years ago - Stars: 56 - Forks: 23

fangvv/ElasticNetADMM

Code for paper "面向物联网隐私数据分析的分布式弹性网络回归学习算法"

Language: MATLAB - Size: 1.09 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 5 - Forks: 1

oxfordcontrol/SOSADMM

An open source first-order MATLAB solver for conic programs with row sparsity.

Language: Matlab - Size: 750 KB - Last synced: 12 months ago - Pushed: almost 7 years ago - Stars: 8 - Forks: 6

jameschapman19/pyADMM

port of ADMM examples for python

Language: Python - Size: 28.3 KB - Last synced: 12 days ago - Pushed: over 2 years ago - Stars: 4 - Forks: 3

estija/LIME

Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation"

Language: MATLAB - Size: 8.07 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 56 - Forks: 19

nmchaves/admm-for-lp

Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming

Language: Matlab - Size: 12 MB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 38 - Forks: 15

thadikari/ldpc_decoders

Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.

Language: Python - Size: 3.27 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 23 - Forks: 7

tuomasr/cu-powermarket-admm

CUDA implementation of the alternating direction method of multipliers (ADMM) for power market simulation

Language: Cuda - Size: 1.45 MB - Last synced: about 1 year ago - Pushed: over 8 years ago - Stars: 3 - Forks: 2

sakshikakde/CMSC764-Advance-Numerical-Optimization

My assignemt solutions for CMSC764:Numerical Optimization course offererd by the University of Maryland

Language: Jupyter Notebook - Size: 2.77 MB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

rockstaedt/DecentralOPF.jl

A framework to solve a decentralized OPF with the help of ADMM

Language: Julia - Size: 5.34 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 0

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: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 4

bzantium/pytorch-admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

Language: Python - Size: 15.6 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 80 - Forks: 17

wubaoyuan/Lpbox-ADMM

A generic optimization method for any integer programming problem

Language: MATLAB - Size: 47.1 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 53 - Forks: 14

rozumden/deblatting_python

[IJCV 2021] Python implementation of deblatting

Language: Python - Size: 61.7 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 19 - Forks: 4

fboehm/openFHDQR

Open-source implementation of ADMM algorithms for penalized quantile regression in Gu, et al. 2018 Technometrics

Language: C++ - Size: 234 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 0

hiroyuki-kasai/SparseGDLibrary

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

Language: Matlab - Size: 22.3 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 41 - Forks: 27

kanglin755/plug_and_play_admm

A simple Pytorch implementation of plug and play ADMM with examples

Language: Jupyter Notebook - Size: 1.78 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 2

spencercjh/LIBBLE-PS Fork of LIBBLE/LIBBLE-PS 📦

ADMM on LIBBLE by Parameter Server

Language: C++ - Size: 73.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

LiZhuoRan0/Optimization

A simple example of the Gradient-Descent algorithm and a simple implementation of ADMM for LASSO.(Homework of the large-scale optimization course.)

Language: MATLAB - Size: 1.62 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

caiodadauto/ADMMSVM

SVM solved by ADMM applied to distributed network

Language: Python - Size: 22.6 MB - Last synced: 12 months ago - Pushed: almost 4 years ago - Stars: 3 - 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: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

vienmai/pomodoro

Pomodoro: Progressive Decomposition Methods with Acceleration

Language: C++ - Size: 3.31 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

MGallow/ADMMsigma

Penalized precision matrix estimation via ADMM

Language: R - Size: 18.1 MB - Last synced: 4 days ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 2

ElizaLo/Detecting-Edges-on-Image-using-Convex-Optimization

Bachelor Research (Thesis) | C++ Qt implementation of edge detection algorithms.

Language: C++ - Size: 16.8 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

pyjhzwh/low-bit-quant-admm

admm for cnn layerwise weight low bit quantization

Language: Python - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 6 - Forks: 1

riverKangg/nmr_classifier

Language: Python - Size: 33.2 KB - Last synced: 15 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

thanhtbt/RST

[IEEE TSP 2021] “Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee”. IEEE Transactions on Signal Processing, 2021.

Language: MATLAB - Size: 5.83 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 10 - Forks: 3

johnnytorres/MALSAR Fork of jiayuzhou/MALSAR

Multi-task learning via Structural Regularization

Language: MATLAB - Size: 6.31 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

prabhatkc/Pole_Figure_Inversion

Matlab/Octave Implementation of Crystallographic Pole Figure Inversion

Language: MATLAB - Size: 93.3 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 2

xianchen2/lasso_ProximalGD_Accelerated_ADMM

Python Implementations of proximal GD, Accelerated proximal GD and ADMM for solving lasso regression

Language: Jupyter Notebook - Size: 62.5 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 3 - Forks: 4

natederbinsky/swiftADMM

Implements the Alternating Direction Method of Multipliers (ADMM) and the Three-Weight Algorithm (TWA)

Language: Swift - Size: 53.7 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

divyanshu-talwar/Training-NNs-without-Backpropagation

Implementing an ADMM based optimization approach as an alternative to backpropagation for training neural networks.

Language: Python - Size: 1.86 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

YiifeiWang/Optimal-Transport

Group project "Algorithms for large-scale optimal transport". Implement ADMMs and Sinkhorn's Algorithms.

Language: TeX - Size: 633 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 10 - Forks: 5

jsong233/mathematical_programming

Projects from my undergraduate Mathematical Programming course in 2018

Size: 1010 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

HenryChen-CH/ADMM-On-Spark

Implement Alternating Direction Method of Multipliers On Spark

Language: Scala - Size: 11.7 KB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

dtbinh/admm-for-lp Fork of nmchaves/admm-for-lp

Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming

Language: MATLAB - Size: 12 MB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

dankessler/608a-project

My project for STATS-608A in Fall 2018 at the University of Michigan

Language: TeX - Size: 1.01 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

akhodadadi/VolatilityTrend

Estimating trend in variance of spatio-temporal data using generalized Lasso

Language: TeX - Size: 14.2 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 3

MGallow/SCPME

Shrinking characteristics of precision matrix estimators

Language: R - Size: 18.2 MB - Last synced: 6 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 1

brayano/MultivarTV

We implement efficient procedures written in C++ for fitting approximate solutions to multivariate total variation denoising problems. The algorithm uses the alternating direction method of multipliers (ADMM).

Language: HTML - Size: 23.4 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0