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Researcher tools: code, datasets, & models

An index of datasets, SDKs, APIs and other open source code created by Microsoft researchers and shared with the broader academic community. We also maintain a collection highlighting some of the tools you’ll find here.

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Dataset Source Code

Almagery Open Access

AImagery is an AI-powered multisensory relaxation system designed to reduce anxiety by providing personalized immersive experiences. The system uses AI to create guided imagery based on individual preferences and physiological feedback, incorporating elements like auditory…

GitHub

Dataset Source Code

VeriSMo Research Prototype

VeriSMo: A formally verified security module for AMD confidential VMs.

GitHub Publication

Dataset Source Code

ORCAS: Open Resource for Click Analysis in Search

ORCAS is a click-based dataset associated with the TREC Deep Learning Track. It covers 1.4 million of the TREC DL documents, providing 18 million connections to 10 million distinct queries.

GitHub Publication

Dataset Source Code

TREC Tip-of-the-Tongue Track

Tip-of-the-tongue (ToT) known-item retrieval is defined as “an item identification task in which the searcher has previously experienced an item but cannot recall a reliable identifier” (i.e., “It’s on the tip of my tongue…”). The…

GitHub Publication Publication

Dataset Source Code

TREC Deep Learning Track

The TREC Deep Learning Track studies information retrieval in a large training data regime. This is the case where the number of training queries with at least one positive label is at least in the…

GitHub Publication Publication Publication Publication Publication Publication Publication Publication Publication

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Phi-3

The Phi-3-Mini-128K-Instruct is a 3.8B parameters, lightweight, state-of-the-art open model trained with the Phi-3 datasets that includes both synthetic data and the filtered publicly available websites data with a focus on high-quality and reasoning dense…

Download Video Project Publication

Dataset Source Code

GraphRAG

The GraphRAG project is a data pipeline and transformation suite that is designed to extract meaningful, structured data from unstructured text using the power of LLMs. To learn more about GraphRAG and how it can…

GitHub Project

Dataset Source Code

Open datasheets framework

This framework aims to assist in the documentation of datasets to promote transparency and help dataset creators and consumers make informed decisions. You can read more about it in our paper: Open Datasheets: Machine-readable Documentation for…

GitHub Publication

Dataset Source Code

BankNote-net: Open Dataset for Assistive Currency Recognition

Assistive software applications have been developed for a variety of day-to-day tasks, including currency recognition. BankNote-Net is an open dataset for assistive currency recognition.

GitHub

Dataset Source Code

Causal impact long-COVID

Code supplementing AI for Good Lab’s work on long COVID sequelae using EHR data. This project aimed to discover long COVID sequelae (symptoms) from Electronic Health Records (EHR) data using causal impact analysis of time series…

GitHub