Search Results - RepositoryStats

39

267

bsd-3-clause

16

Sparse Optimisation Research Code

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

Created 2016-04-21

1,118 commits to master branch, last one 2 months ago

ADMM bhushan23

27

151

unknown

3

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

admm pytorch lasso-regression ridge-regression convex-optimization

Created 2018-04-28

13 commits to master branch, last one 6 years ago

ProximalOperators.jl JuliaFirstOrder

26

134

other

9

Proximal operators for nonsmooth optimization in Julia

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

Created 2016-08-25

464 commits to master branch, last one about a year ago

ProximalAlgorithms.jl JuliaFirstOrder

22

133

other

10

Proximal algorithms for nonsmooth optimization in Julia

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

Created 2017-10-19

183 commits to master branch, last one 5 months ago

scico lanl

18

115

bsd-3-clause

7

Scientific Computational Imaging COde

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

Created 2021-09-21

915 commits to main branch, last one about a month ago

LIME estija

22

100

unknown

1

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

admm enhancement optimization image-processing illumination-estimation low-light-image-enhancement

Created 2020-03-25

30 commits to master branch, last one 4 years ago

Lpbox-ADMM wubaoyuan

20

90

unknown

5

A generic optimization method for any integer programming problem

admm computer-vision machine-learning integer-programming non-convex-optimization

Created 2018-07-10

99 commits to master branch, last one 4 years ago

A-_Guide_-to_Data_Sciecne_from_mathematics Hulalazz

22

60

unknown

1

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

gcn admm hodgerank data-science deep-learning learning2rank machine-learning model-compression recommender-systems statistical-learning anderson-acceleration fixed-point-iteration numerical-optimization inverse-bayesian-fomula computational-intelligence

Created 2018-12-16

350 commits to master branch, last one about a year ago

LassoADMM fangvv

28

58

gpl-3.0

4

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

ai admm lasso matlab regression edge-comupting federated-learning internet-of-things machine-learning-algorithms

Created 2018-10-16

20 commits to master branch, last one about a year ago

LenslessPiCam LCAV

26

55

gpl-3.0

3

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

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

Created 2021-10-22

318 commits to main branch, last one 13 days ago

UVC VITA-Group

3

52

mit

9

[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 vision-transformer efficient-transformers

Created 2021-12-11

15 commits to main branch, last one about a year ago

ToMoBAR dkazanc

13

52

other

5

TOmographic MOdel-BAsed Reconstruction (ToMoBAR) software

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

Created 2018-05-16

480 commits to master branch, last one 18 days ago

NMFADMM benedekrozemberczki

11

46

gpl-3.0

4

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

Created 2019-01-04

71 commits to master branch, last one 2 years ago

Blockchain-enabled-UCMEC qlt315

2

45

unknown

1

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

admm edge computing blockchain

Created 2022-09-08

28 commits to main branch, last one 9 days ago

plug_and_play_admm kanglin755

6

37

mit

2

A simple Pytorch implementation of plug and play ADMM with examples

pnp admm pytorch plug-and-play inverse-problems image-restoration

Created 2022-07-20

33 commits to main branch, last one 2 years ago