Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
Robust, Resilient, Recoverable Internet of Things (RIoT), from Microsoft Research, is an architecture for providing foundational trust services to computing devices. Device Identity Composition Engine (DICE) is an industry hardware/firmware standard that is the foundation…
Deep Feature Reshuffle is a technique to using reshuffling deep features of style image for arbitrary style transfer. It connects both global and local style constrain respectively used by most parametric and non-parametric neural style…
This repository contains samples for the Azure Sphere platform.
These samples demonstrate the use of the Quantum Development Kit for a variety of different quantum computing tasks. Most samples are provided as a Visual Studio 2017 C# or F# project under the QsharpSamples.sln solution.
Microsoft released the preview of Windows Vision Skills, a set of NuGet packages that make it easy for application developers to solve complex computer vision problems using a simple set of APIs. Three skills are…
Gen Encoder is a deep learning model that generically represents (embeds) search queries and questions based on their user intents. It leverages large scale user interaction data in Bing to learn this state-of-the-art intent-oriented representation.…
FSBOL is an F# implementation of the Synthetic Biology Open Language (SBOL) Data Model.
This implements F# for Jupyter notebooks. View the Feature Notebook for some of the features that are included.
The Reasoning Engine for Interaction Networks (RE:IN) is a tool that runs online in your web browser, which is designed for the synthesis and analysis of biological programs. Specifically, it encapsulates a methodology that uses…
A programming language for designing and simulating computational devices made of DNA. The language uses DNA strand displacement as the main computational mechanism, which allows devices to be designed solely in terms of nucleic acids.…
