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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.

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Published Date

Dataset Source Code

GLUECoS

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)

GitHub Publication

Dataset Source Code

Transfer Learning using Adversarially Robust ImageNet models

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

GitHub Publication

Dataset Source Code

MIcrosoft News Dataset (MIND)

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…

GitHub Publication

Dataset Source Code

RobustDG

RobustDG is a library of ML models that generalize to unseen domains and provides evaluation metrics on accuracy and multiple robustness metrics.

GitHub Publication Publication

Dataset Source Code

Project Freta SDK/CLI

The Freta library for Python enables access to Project Freta, 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 service.

GitHub Project

Dataset Source Code

Land Cover Mapping

Part of the AI for Earth Land Cover Mapping project, this repository holds both the frontend web-application and backend server that make up our “Land Cover Mapping” tool.

GitHub Project Project Project Project

Dataset Source Code

WMG_agent

WMG is a transformer-based RL agent that attends to a dynamic set of vectors representing observed and recurrent state.

GitHub Publication

Dataset Source Code

TartanAir

TartanAir dataset: AirSim Simulation Dataset for Simultaneous Localization and Mapping theairlab.org/tartanair-dataset

GitHub Video Project Project Publication

Dataset Source Code

TTSR: Learning Texture Transformer Network for Image Super-Resolution

Official PyTorch implementation of the paper Learning Texture Transformer Network for Image Super-Resolution accepted in CVPR 2020.

GitHub

Dataset Source Code

XGLUE

This repository contains information about the cross-lingual evaluation benchmark XGLUE, which is composed of 11 tasks spans 19 languages.

GitHub Project Publication Publication Publication Publication Publication