Top 5 admm open source projects

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

✭ 66

Jupyter Notebook python pytorch ridge-regression admm convex-optimization lasso-regression

A- Guide -to Data Sciecne from mathematics

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

✭ 25

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

NMFADMM

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

CAE-ADMM

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

✭ 34

python shell pytorch model-architecture image-compression admm autoencoders network-pruning lossy-image-compression

ProximalOperators.jl

Proximal operators for nonsmooth optimization in Julia

✭ 119

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

1-5 of 5 admm projects