NeuralNet.Net 1.0.0

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. 
dotnet add package NeuralNet.Net --version 1.0.0
                    


                    

                
NuGet\Install-Package NeuralNet.Net -Version 1.0.0
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="NeuralNet.Net" Version="1.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="NeuralNet.Net" Version="1.0.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="NeuralNet.Net" />
                    


                            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 NeuralNet.Net --version 1.0.0
                    


                    

                
#r "nuget: NeuralNet.Net, 1.0.0"
#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. 
#:package NeuralNet.Net@1.0.0
#: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=NeuralNet.Net&version=1.0.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=NeuralNet.Net&version=1.0.0
                    


                            Install as a Cake Tool

NeuralNet.Net

Simple C# library for creating and training neural networks. Allows building multi-layer networks with customizable activation functions.

Installation

Install via NuGet or include the source code in your project.

Example

using NeuralNet.Net;

class Program
{
    static void Main()
    {
        // Create a network with 2 input neurons, 2 hidden, and 1 output
        var nn = new ANN(new int[] { 2, 2, 1 }, 
            new ActivationFunction[] { ActivationFunction.Sigmoid, ActivationFunction.Sigmoid });
        
        // Training data (XOR-like)
        var trainingData = new List<(List<double>, List<double>)>
        {
            (new List<double> {0,0}, new List<double> {0}),
            (new List<double> {0,1}, new List<double> {1}),
            (new List<double> {1,0}, new List<double> {1}),
            (new List<double> {1,1}, new List<double> {0}),
        };

        nn.Train(trainingData, epochs: 1000, learningRate: 0.1);

        // Predict
        var result = nn.Predict(new List<double> {1,1});
        Console.WriteLine($"Output: {result[0]}");
    }
}
Product Compatible and additional computed target framework versions.
.NET net8.0 is compatible.  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.

  • net8.0

    • 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
1.0.0 242 1/3/2025