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.
Live Video Analytics with Microsoft Rocket
We provide a reference architecture with instructions to build and deploy a live video analytics application using Azure LVA, Azure IoT Hub, and Microsoft Rocket.
BLURB
BLURB is the Biomedical Language Understanding and Reasoning Benchmark — a collection of resources for biomedical natural language processing.
Accessible Information Seeking
Slides from ACM CHIIR 2020 closing keynote on Accessible Information Seeking.
Access Video Project Publication Publication Publication Publication Publication Publication
eXperiment Tools (XT)
eXperiment Tools (XT) is a command line interface (CLI) and API for running, managing, and analyzing ML experiments. The goal of XT is to enable users to effortlessly organize and scale their ML experiments with…
ONNX Runtime
ONNX Runtime is a cross-platform inferencing and training accelerator compatible with many popular ML/DNN frameworks, including PyTorch, TensorFlow/Keras, scikit-learn, and more. aka.ms/onnxruntime
Graspologic
A graph, or network, provides a mathematically intuitive representation of data with some sort of relationship between items. For example, a social network can be represented as a graph by considering all participants in the…
Quantum Elliptic Curves
The QuantumEllipticCurves project contains Q# implementations of quantum circuits for elliptic curve arithmetic and isogeny computation.
Spartan zkSNARK library
A Rust library for high-speed zkSNARKs without trusted setup.