Quipu 0.4.0
There is a newer version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package Quipu --version 0.4.0
NuGet\Install-Package Quipu -Version 0.4.0
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="Quipu" Version="0.4.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Quipu --version 0.4.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: Quipu, 0.4.0"
#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 Quipu as a Cake Addin #addin nuget:?package=Quipu&version=0.4.0 // Install Quipu as a Cake Tool #tool nuget:?package=Quipu&version=0.4.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
Quipu
Quipu is a dotnet implementation of the Nelder–Mead method. It is a numerical solver used to find the minimum or maximum of a function. It is particularly useful for nonlinear optimization problems for which derivatives may not be known.
Example usage
Basic usage: find x
and y
that minimize sin(x) + cos(y)
:
open Quipu
let f (x, y) = sin x + cos y
NelderMead.objective f
|> NelderMead.solve
Solution:
val it: Quipu.NelderMead.Solution =
Optimal (-1.99999997, [|-1.570753552; 3.141352485|])
The solver provides more fine grained control if needed, see the test suite for more examples:
open Quipu
let g (x, y) = pown x 2 + pown y 2
let solution =
NelderMead.objective g
// modify termination criteria
|> NelderMead.withConfiguration
{ Configuration.defaultValue with
Termination = {
Termination = Termination.tolerance 0.0001
MaximumIterations = Some 100
}
}
// start search around 100.0, 100.0
|> NelderMead.startFrom (Start.around [ 100.0; 100.0 ])
|> NelderMead.solve
val solution: Solution =
Optimal (5.420777773e-08, [|-9.201898552e-05; 0.0002138697829|])
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | 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. net9.0 was computed. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net6.0
- FSharp.Core (>= 5.0.2)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.