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.
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 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
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…
The QuantumEllipticCurves project contains Q# implementations of quantum circuits for elliptic curve arithmetic and isogeny computation.
This is the repo for the ACL 2020 paper GLUECoS: An Evaluation Benchmark for Code-Switched NLP GLUECoS is a benchmark comprising of multiple code-mixed tasks across 2 language pairs (En-Es and En-Hi)
This repository contains the code and models necessary to replicate the results of our paper: Do Adversarially Robust ImageNet Models Transfer Better? Hadi Salman*, Andrew Ilyas*, Logan Engstrom, Ashish Kapoor, Aleksander Madry
MIcrosoft News Dataset (MIND) is a large-scale dataset for news recommendation research. It was collected from anonymized behavior logs of Microsoft News website. The mission of MIND is to serve as a benchmark dataset for…
RobustDG is a library of ML models that generalize to unseen domains and provides evaluation metrics on accuracy and multiple robustness metrics.
The Freta library for Python enables access to Project Freta (opens in new tab), a service used to inspect volatile memory images. Included in this library is a utility, freta, which provides command line access to the Project Freta (opens…
