Xapier14.KnnSharp 1.1.0

.NET 7.0 This package targets .NET 7.0. The package is compatible with this framework or higher. 
dotnet add package Xapier14.KnnSharp --version 1.1.0
                    


                    

                
NuGet\Install-Package Xapier14.KnnSharp -Version 1.1.0
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="Xapier14.KnnSharp" Version="1.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Xapier14.KnnSharp" Version="1.1.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Xapier14.KnnSharp" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Xapier14.KnnSharp --version 1.1.0
                    


                    

                
#r "nuget: Xapier14.KnnSharp, 1.1.0"
#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. 
#:package Xapier14.KnnSharp@1.1.0
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=Xapier14.KnnSharp&version=1.1.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Xapier14.KnnSharp&version=1.1.0
                    


                            Install as a Cake Tool

KNN Sharp

Try it out on .NET Fiddle.

Getting Started

  1. Create a console project.
  2. Download and add the nuget package to your project.
  3. Download the sample dataset and place it on the root of your project and in the same directory as your build artifact.
  4. Replace the contents of Program.cs with: 
     using Xapier14.KnnSharp;

 // load the data set
 var knn = new KnnClassifierModel<double>();
 var dataSet = DataSet<double>.LoadFromCsvFile("iris.data");
 dataSet.SetDataLabels("Sepal Length", "Sepal Width", "Petal Length", "Petal Width", "Class");
 var accuracy = knn.TrainAndTest(dataSet);
 Console.WriteLine("KNN data set loaded. Accuracy: {0}%", accuracy * 100.0);

 // test the data set interactively
 while (true)
 {
     Console.WriteLine("-Predict-");
     Console.Write("Sepal Length: ");
     var sepalLength = double.Parse(Console.ReadLine()!);
     Console.Write("Sepal Width: ");
     var sepalWidth = double.Parse(Console.ReadLine()!);
     Console.Write("Petal Length: ");
     var petalLength = double.Parse(Console.ReadLine()!);
     Console.Write("Petal Length: ");
     var petalWidth = double.Parse(Console.ReadLine()!);
     Console.WriteLine("Predicted Classification: {0}", knn.Classify(sepalLength, sepalWidth, petalLength, petalWidth));
     Console.WriteLine();
 }
  5. Run the project.
Product Compatible and additional computed target framework versions.
.NET net7.0 is compatible.  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.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

  • net7.0

    • No dependencies.

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
1.1.0 271 9/13/2023
1.0.0 292 9/11/2023