Projects in Awesome Lists tagged with admm

https://github.com/bwohlberg/sporco

Sparse Optimisation Research Code

admm convolutional-dictionary-learning convolutional-sparse-coding cuda dictionary-learning fista optimization optimization-algorithms plug-and-play-priors python robust-pca sparse-coding sparse-representations sparsity total-variation total-variation-minimization

Last synced: 15 May 2025

https://github.com/juliafirstorder/proximaloperators.jl

Proximal operators for nonsmooth optimization in Julia

admm first-order-methods julia julia-language nonlinear-programming nonsmooth-optimization numerical-optimization optimization prox proximal-algorithms proximal-operators

Last synced: 01 Jul 2025

https://github.com/juliafirstorder/proximalalgorithms.jl

Proximal algorithms for nonsmooth optimization in Julia

admm julia machine-learning nonlinear-programming nonsmooth-optimization numerical-optimization optimal-control optimization optimization-algorithms proximal-algorithms proximal-gradient-method proximal-operators

Last synced: 04 Apr 2025

https://github.com/bzantium/pytorch-admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

admm deep-neural-networks pruning

Last synced: 02 Mar 2026

https://github.com/lanl/scico

Scientific Computational Imaging COde

admm computational-imaging convex-optimization fista inverse-problems jax optimization plug-and-play-priors proximal-algorithms proximal-operators total-variation

Last synced: 09 Apr 2025

https://github.com/oxfordcontrol/cdcs

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

admm cone-decomposition large-scale-optimizations sparse-semidefinite-porgrams

Last synced: 25 Oct 2025

https://github.com/lcav/lenslesspicam

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

admm bayer fista inverse-problems lensless python raspberry-pi signal-processing unrolled-algorithms

Last synced: 15 Apr 2025

https://github.com/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

admm compression efficient-transformers vision-transformer

Last synced: 19 Apr 2025

https://github.com/dkazanc/tomobar

TOmographic MOdel-BAsed Reconstruction (ToMoBAR) software

admm artifacts astra-toolbox cupy fista inverse-problems model-based multigpu reconstruction regularisation regularization tomographic-reconstruction tomography x-ray

Last synced: 20 Jun 2025

https://github.com/benedekrozemberczki/nmfadmm

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

admm beta-divergence deepwalk embedding factorization feature-extraction lda matrix-factorization nmf node2vec optimization pca principal-component-analysis principal-components sparse-matrix topic-modeling unsupervised-learning unsupervised-machine-learning word-embedding word2vec

Last synced: 27 Jul 2025

https://github.com/juliafirstorder/separableoptimization.jl

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

admm admm-algorithm constrained-optimization convex convex-optimization first-order first-order-methods julia julia-language linearly-constrained linearly-separable nonsmooth-optimization optimization piecewise piecewise-quadratic prox proximal-algorithms proximal-operators quadratic separable-optimization

Last synced: 13 Apr 2025

https://github.com/egpivo/SpatPCA

R Package: Regularized Principal Component Analysis for Spatial Data

admm covariance-estimation eigenfunctions lasso matrix-factorization pca r r-package rcpparmadillo rcppparallel regularization spatial spatial-data-analysis splines

Last synced: 13 Jul 2025

https://github.com/egpivo/spatpca

R Package: Regularized Principal Component Analysis for Spatial Data

admm covariance-estimation eigenfunctions lasso matrix-factorization pca r r-package rcpparmadillo rcppparallel regularization spatial spatial-data-analysis splines

Last synced: 02 Apr 2026

https://github.com/exanauts/exaadmm.jl

Julia implementation of ADMM solver on multiple GPUs

admm gpu-computing julia

Last synced: 06 Apr 2026

https://github.com/exanauts/exatron.jl

Julia implementation of TRON solver on GPUs

admm algorithm batch gpus

Last synced: 05 Sep 2025

https://github.com/osqp/osqp-r

R interface for OSQP

admm convex-optimization lasso machine-learning operator-splitting quadratic-programming r

Last synced: 12 Oct 2025

https://github.com/tatakkkl/social-dcm

social Discrete Choice Models in Python

admm gibbs-sampling mcem social-network social-sciences

Last synced: 15 Apr 2025

https://github.com/oxfordcontrol/sosadmm

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

admm conic-programs row-sparsity sum-of-squares

Last synced: 14 Jun 2025

https://github.com/jameschapman19/pyadmm

port of ADMM examples for python

admm lasso python

Last synced: 11 Apr 2025

https://github.com/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.

admm admm-algorithm bigdata cvx distributed-computing matlab optimization optimization-algorithms optimization-problem project svm svm-classifier svm-training