Gdo.koryakinp 2.0.0

.NET Core 2.0 This package targets .NET Core 2.0. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package Gdo.koryakinp --version 2.0.0                

                    
                

            
NuGet\Install-Package Gdo.koryakinp -Version 2.0.0
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="Gdo.koryakinp" Version="2.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add Gdo.koryakinp --version 2.0.0                

                    
                

            
#r "nuget: Gdo.koryakinp, 2.0.0"
#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 Gdo.koryakinp as a Cake Addin
#addin nuget:?package=Gdo.koryakinp&version=2.0.0

// Install Gdo.koryakinp as a Cake Tool
#tool nuget:?package=Gdo.koryakinp&version=2.0.0

Gdo

Gradient Descent Optimization algorithms for .NET Core

  1. Adagrad
  2. Adam
  3. Adadelta
  4. RMSprop

Installing

PM> Install-Package Gdo.koryakinp

Example

compute a deriviative dx and provide it to Update() method of the optimizer:

var opt1 = new Adagrad(0.1);
opt1.SetValue(10);
opt1.Update(dx);
var res1 = opt1.Value;

Adagrad optimizer will use 0.1 learning rate to update the value. Similarly you can use different optimizers:

Adam
var opt2 = new Adam(0.01, 100, 1000);
opt2.SetValue(10);
opt2.Update(dx);
var res2 = opt2.Value;
RMSprop
var opt3 =  new RMSprop(0.1, 25);
opt3.SetValue(10);
opt3.Update(dx);
var res3 = opt3.Value;
Adadelta
var opt4 = new Adadelta(0.1, 25);
opt4.SetValue(10);
opt4.Update(dx);
var res4 = opt4.Value;

Authors

Pavel koryakin koryakinp@koryakinp.com

License

This project is licensed under the MIT License - see the LICENSE.md for details.

Acknowledgments

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  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 netcoreapp2.0 is compatible.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

  • .NETCoreApp 2.0

    • No dependencies.

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Machine Learning library for .NET Core

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Version Downloads Last updated
2.1.6 1,730 12/7/2018
2.1.5 1,248 11/24/2018
2.1.4 1,298 7/31/2018
2.1.3 1,423 7/13/2018
2.1.2 1,430 7/13/2018
2.1.1 1,399 7/13/2018
2.1.0 1,376 7/12/2018
2.0.0 1,529 3/25/2018
1.0.0 1,463 3/25/2018

-changed Compute() to Update()
-added SetValue()