There are 9 repositories under admm topic.
Proximal operators for nonsmooth optimization in Julia
Proximal algorithms for nonsmooth optimization in Julia
Prune DNN using Alternating Direction Method of Multipliers (ADMM)
A generic optimization method for any integer programming problem
An open-source MATLAB® ADMM solver for partially decomposable conic optimization programs.
It is a blueprint to data science from the mathematics to algorithms. It is not completed.
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders
[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming
Lensless imaging toolkit. Complete tutorial: https://go.epfl.ch/lenslesspicam
Simulation code of our paper in IEEE Transactions on Cognitive Communications and Networking: ''Energy-Efficient Blockchain-enabled User-Centric Mobile Edge Computing''
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.
Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)
A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.
A simple Pytorch implementation of plug and play ADMM with examples
[IJCV 2021] Python implementation of deblatting
ADMM based Scalable Machine Learning on Spark
Sparse phase unwrapping of InSAR interferograms
Plug-and-Play Magnetic Resonance Fingerprinting based Quantitative MRI Reconstruction using Deep Denoisers (Proof of Concept) (IEEE ISBI 2022)
A framework to solve a decentralized OPF with the help of ADMM