AraBertSentiment.OnnxModel
1.0.1
dotnet add package AraBertSentiment.OnnxModel --version 1.0.1
NuGet\Install-Package AraBertSentiment.OnnxModel -Version 1.0.1
<PackageReference Include="AraBertSentiment.OnnxModel" Version="1.0.1" />
<PackageVersion Include="AraBertSentiment.OnnxModel" Version="1.0.1" />
<PackageReference Include="AraBertSentiment.OnnxModel" />
paket add AraBertSentiment.OnnxModel --version 1.0.1
#r "nuget: AraBertSentiment.OnnxModel, 1.0.1"
#:package AraBertSentiment.OnnxModel@1.0.1
#addin nuget:?package=AraBertSentiment.OnnxModel&version=1.0.1
#tool nuget:?package=AraBertSentiment.OnnxModel&version=1.0.1
📦 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 | Versions 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. |
-
.NETStandard 2.0
- Microsoft.ML.OnnxRuntime (>= 1.21.0)
- Microsoft.ML.Tokenizers (>= 0.22.0)
-
net6.0
- Microsoft.ML.OnnxRuntime (>= 1.21.0)
- Microsoft.ML.Tokenizers (>= 0.22.0)
-
net8.0
- Microsoft.ML.OnnxRuntime (>= 1.21.0)
- Microsoft.ML.Tokenizers (>= 0.22.0)
-
net9.0
- Microsoft.ML.OnnxRuntime (>= 1.21.0)
- Microsoft.ML.Tokenizers (>= 0.22.0)
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 |
---|---|---|
1.0.1 | 92 | 5/3/2025 |