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HiGHS is open-source software to solve linear programming (LP), mixed-integer programming (MIP), and convex quadratic programming (QP) models. [1] Written in C++ and published under an MIT license, HiGHS provides programming interfaces to C, Python, Julia, Rust, JavaScript, Fortran, and C#. It has no external dependencies.
MIDACO – a software package for numerical optimization based on evolutionary computing. MINTO – integer programming solver using branch and bound algorithm; freeware for personal use. MOSEK – a large scale optimization software. Solves linear, quadratic, conic and convex nonlinear, continuous and integer optimization.
The library is designed to reduce computing power and memory use and to train large distributed models with better parallelism on existing computer hardware. [2][3] DeepSpeed is optimized for low latency, high throughput training. It includes the Zero Redundancy Optimizer (ZeRO) for training models with 1 trillion or more parameters. [4]
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Chocolatey[5] is a machine-level, command-line package manager and installer for software on Microsoft Windows. It uses the NuGet packaging infrastructure and Windows PowerShell to simplify the process of downloading and installing software. [6] The name is an extension on a pun of NuGet (from "nougat") "because everyone loves Chocolatey nougat".
Gurobi Optimizer is a prescriptive analytics platform and a decision-making technology developed by Gurobi Optimization, LLC. The Gurobi Optimizer (often referred to as simply, “Gurobi”) is a solver, since it uses mathematical optimization to calculate the answer to a problem. Gurobi is included in the Q1 2022 inside BIGDATA “Impact 50 ...
Windows XP and later Yes Yes No Yes, with Windows Task Scheduler [b] Yes Yes, with Windows Task Scheduler [a] 2.22.995 [4] (May 2, 2018 (Drive Optimizer (formerly Disk Defragmenter) Microsoft: Bundled with Microsoft Windows: FAT16, FAT32, NTFS, ReFS Windows 2000 and later; Windows 95 and later Yes Yes Yes Yes, with Windows Task Scheduler: No
Comparison of optimization software. Given a system transforming a set of inputs to output values, described by a mathematical function f, optimization refers to the generation and selection of the best solution from some set of available alternatives, [ 1 ] by systematically choosing input values from within an allowed set, computing the value ...