https://github.com/wwkong/nc_opt

A Nonconvex Composite Optimization Library
https://github.com/wwkong/nc_opt

benchmark-suite optimization-algorithms optimization-framework

Last synced: 2 months ago
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A Nonconvex Composite Optimization Library

• Host: GitHub
• URL: https://github.com/wwkong/nc_opt
• Owner: wwkong
• License: mit
• Created: 2020-08-03T00:34:35.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-11-19T01:13:41.000Z (about 2 years ago)
• Last Synced: 2023-11-19T02:35:24.489Z (about 2 years ago)
• Topics: benchmark-suite, optimization-algorithms, optimization-framework
• Language: MATLAB
• Homepage: https://nc-opt.readthedocs.io
• Size: 44.5 MB
• Stars: 5
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
Overview

========

**NC-OPT** is an open source software package for **N**onconvex **C**omposite **Opt**imization in MATLAB. Its main purpose is to: (a) provide a general API for creating and models based on a first-order oracle framework; and (b) leverage the fast matrix subroutines in MATLAB to solve these models. The interface of NC-OPT is loosely based on the well-known [Gurobi](https://www.gurobi.com/documentation) API. 

The user guide for NC-OPT can be found [here](https://nc-opt.readthedocs.io/).