Dataset Source Code
Microsoft Embedded Social – sample for syncing topics between your own service and Embedded Social
Service that synchronizes topics between OneBusAway servers and the Microsoft Embedded Social service.
Research Tools: code, datasets, & models
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.
Dataset Source Code
CryptoNets [v3.2]
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.
Tool
Gait and Balance App
The Gait and Balance app uses the Kinect for Windows (V2) to measure different metrics related to gait and balance. This can be used, for example, for assessing risk of fall among older adults or…
Tool
Caption Crawler Extension for Chrome (beta)
Caption Crawler is assistive technology that allows screen reader users to automatically replace bad or missing descriptions of images on their favorite websites with image captions from other pages that have similar images. Learn more…
Tool
Caption Crawler Extension for Edge (beta)
Caption Crawler is assistive technology that allows screen reader users to automatically replace bad or missing descriptions of images on their favorite websites with image captions from other pages that have similar images. Learn more…
Dataset Source Code
SeeingVR Toolkit
Current virtual reality applications do not support people who have low vision, i.e., vision loss that falls short of complete blindness but is not correctable by glasses. We present SeeingVR, a set of 14 tools…
Dataset Source Code
Gaussian Process for Any Neural Architecture
Gaussian Process for Any Neural Architecture: Reference Implementations This repo is a companion to the paper linked below, which shows that the Gaussian process behavior arises in wide, randomly initialized, neural networks regardless of architecture.…
Dataset Source Code
Microsoft DemiKernel OS
The Demikernel is a library operating system architecture designed for use with kernel-bypass I/O devices. The Demikernel architecture offers a uniform system call API across kernel-bypass technologies (e.g., RDMA, DPDK) and OS functionality (e.g., a…
Dataset Source Code
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. 10x Larger Models 5x Faster Training Minimal Code Change DeepSpeed can train DL models with over a hundred billion parameters…
GitHub Video Project Project Publication Publication Publication
Dataset Source Code
ElectionGuard
ElectionGuard is an open source software development kit (SDK) that makes voting more secure, transparent and accessible. Announced on at the Build developer conference, ElectionGuard enables end-to-end verification of elections as well as support the publication of results…