AraBertSentiment.OnnxModel 1.0.1

.NET 6.0 This package targets .NET 6.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. 
dotnet add package AraBertSentiment.OnnxModel --version 1.0.1
                    


                    

                
NuGet\Install-Package AraBertSentiment.OnnxModel -Version 1.0.1
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="AraBertSentiment.OnnxModel" Version="1.0.1" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="AraBertSentiment.OnnxModel" Version="1.0.1" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="AraBertSentiment.OnnxModel" />
                    


                            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 AraBertSentiment.OnnxModel --version 1.0.1
                    


                    

                
#r "nuget: AraBertSentiment.OnnxModel, 1.0.1"
#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 AraBertSentiment.OnnxModel@1.0.1
#: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=AraBertSentiment.OnnxModel&version=1.0.1
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=AraBertSentiment.OnnxModel&version=1.0.1
                    


                            Install as a Cake Tool

📦 AraBertSentiment.OnnxModel A full-featured Arabic Sentiment Analyzer for .NET developers. Powered by a pre-trained AraBERT ONNX model, supporting both sync and async inference. 🚀 Features ✅ Arabic sentiment detection (MSA + dialects)

✅ Fast ONNX inference

✅ Easy integration via NuGet

✅ Async + sync support

✅ Cross-platform: .NET Standard 2.0+, .NET 6/8/9

📥 Installation Install from NuGet:

dotnet add package AraBertSentiment.OnnxModel ⚠️ Important Note This package does not include the model files. You must download the model assets manually and specify their location in the constructor.

📦 Download the Model Download the model assets (ZIP file) from GitHub:

🔗 Download ONNX Model Assets : https://github.com/Elhady7/AraBertSentimentModel/releases/download/v1.0.0/ModelAraBertOnnxSentimentAssets.zip

📁 Extract the contents to a local directory of your choice.

🧠 Usage var analyzer = new OnnxSentimentAnalyzer("C:\Path\To\ExtractedModelAssets"); await analyzer.InitializeAsync();

var result = await analyzer.AnalyzeAsync("المنتج رائع جدًا"); Console.WriteLine($"Sentiment: {result.Label}, Confidence: {result.Confidence:P2}");

📃 License MIT

Based on AraBERT converted to ONNX format.

Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  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 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 is compatible.  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. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  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

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Version Downloads Last Updated
1.0.1 97 5/3/2025