widemeadows.Optimization 0.1.0

.NET 5.0 This package targets .NET 5.0. The package is compatible with this framework or higher. .NET Standard 2.1 This package targets .NET Standard 2.1. The package is compatible with this framework or higher.
This package has a SemVer 2.0.0 package version: 0.1.0+180. 
dotnet add package widemeadows.Optimization --version 0.1.0                

                    
                

            
NuGet\Install-Package widemeadows.Optimization -Version 0.1.0
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="widemeadows.Optimization" Version="0.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add widemeadows.Optimization --version 0.1.0                

                    
                

            
#r "nuget: widemeadows.Optimization, 0.1.0"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
// Install widemeadows.Optimization as a Cake Addin
#addin nuget:?package=widemeadows.Optimization&version=0.1.0

// Install widemeadows.Optimization as a Cake Tool
#tool nuget:?package=widemeadows.Optimization&version=0.1.0

(Nonlinear) Optimization Library

This library aims to implement different mathematical optimization algorithms, such as regular and conjugate gradient descent. Mathematics is backed by Math.NET Numerics.

Gradient Descent Algorithms

  • Resilient Error Gradient Descent

Conjugate Gradient Descent Algorithms

  • Hager-Zhang ("CG_DESCENT")
  • Polak-Ribière (supporting preconditioning)
  • Fletcher-Reeves

Line Search Algorithms

  • Secant
  • Hager-Zhang with quadratic stepping

Cost Functions

  • Residual Sum of Squares
Product Compatible and additional computed target framework versions.
.NET net5.0 is compatible.  net5.0-windows was computed.  net6.0 is compatible.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 was computed.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed. 
.NET Core netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.1 is compatible. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
0.1.0 374 7/25/2021
0.1.0-alpha 918 7/12/2015