Microsoft.ML.OnnxRuntime 1.7.0

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

Install-Package Microsoft.ML.OnnxRuntime -Version 1.7.0

dotnet add package Microsoft.ML.OnnxRuntime --version 1.7.0

<PackageReference Include="Microsoft.ML.OnnxRuntime" Version="1.7.0" />

paket add Microsoft.ML.OnnxRuntime --version 1.7.0

#r "nuget: Microsoft.ML.OnnxRuntime, 1.7.0"

// Install Microsoft.ML.OnnxRuntime as a Cake Addin
#addin nuget:?package=Microsoft.ML.OnnxRuntime&version=1.7.0

// Install Microsoft.ML.OnnxRuntime as a Cake Tool
#tool nuget:?package=Microsoft.ML.OnnxRuntime&version=1.7.0

Release Notes

Release Def:
Branch: refs/heads/rel-1.7.0
Commit: 40b092961c1c57a0422d53f14692855b550b1422
Build: https://aiinfra.visualstudio.com/Lotus/_build/results?buildId=145599

Dependencies

• .NETCoreApp 0.0

  • Microsoft.ML.OnnxRuntime.Managed (>= 1.7.0)

• .NETFramework 0.0

  • Microsoft.ML.OnnxRuntime.Managed (>= 1.7.0)

• .NETStandard 0.0

  • Microsoft.ML.OnnxRuntime.Managed (>= 1.7.0)

Used By

NuGet packages (6)

Showing the top 5 NuGet packages that depend on Microsoft.ML.OnnxRuntime:

Package	Downloads
FaceONNX Face analytics library based on deep neural networks and ONNX runtime.	2.8K
Aspose.Ocr.Cpp Aspose.OCR for C and C++ is a robust optical character recognition API. Developers can easily add OCR functionalities in their applications. API is extensible, easy to use, compact and provides a simple set of classes for controlling character recognition. It supports commonly used image formats and provides noise removal filters, determine text fields and automatic alignment of the document. The library requires onnxruntime.dll installed in the system.	2.6K
SmartSelectors A set of machine learning models to predict if an image is a certain type of web element.	2.3K
RusstressNet Automatic accent (stress) prediction for Russian language	957
Microsoft.Psi.Onnx.Cpu Provides components for running ONNX models.	283

GitHub repositories (5)

Showing the top 5 popular GitHub repositories that depend on Microsoft.ML.OnnxRuntime:

Repository	Stars
dotnet/machinelearning ML.NET is an open source and cross-platform machine learning framework for .NET.	7.5K
microsoft/psi Platform for Situated Intelligence	271
Azure/azure-stream-analytics Azure Stream Analytics	193
microsoft/CryptoNets CryptoNets is a demonstration of the use of Neural-Networks over data encrypted with Homomorphic Encryption. Homomorphic Encryptions allow performing operations such as addition and multiplication over data while it is encrypted. Therefore, it allows keeping data private while outsourcing computation (see here and here for more about Homomorphic Encryptions and its applications). This project demonstrates the use of Homomorphic Encryption for outsourcing neural-network predictions. The scenario in mind is a provider that would like to provide Prediction as a Service (PaaS) but the data for which predictions are needed may be private. This may be the case in fields such as health or finance. By using CryptoNets, the user of the service can encrypt their data using Homomorphic Encryption and send only the encrypted message to the service provider. Since Homomorphic Encryptions allow the provider to operate on the data while it is encrypted, the provider can make predictions using a pre-trained Neural-Network while the data remains encrypted throughout the process and finaly send the prediction to the user who can decrypt the results. During the process the service provider does not learn anything about the data that was used, the prediction that was made or any intermediate result since everything is encrypted throughout the process. This project uses the Simple Encrypted Arithmetic Library SEAL version 3.2.1 implementation of Homomorphic Encryption developed in Microsoft Research.	155
deepakkumar1984/MxNet.Sharp .NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/	135

Version History