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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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Published Date

Dataset Source Code

AutoGen on GitHub

Enable Next-Gen Large Language Model Applications. microsoft.github.io/autogen/ Join our Discord: https://discord.gg/pAbnFJrkgZ

GitHub Publication Publication

Dataset Source Code

CosmicBeats

A space simulation platform that caters to individuals with diverse research interests, including networking, AI, computing, and more. Unlike traditional simulators tied to specific research applications, our design allows for seamless integration of various space-related…

GitHub Project

Dataset Source Code

FarmVibes

With FarmVibes.AI, you can develop rich geospatial insights for agriculture and sustainability. Build models that fuse multiple geospatial and spatiotemporal datasets to obtain insights (e.g. estimate carbon footprint, understand growth rate, detect practices followed) that…

GitHub Project

Dataset Source Code

DPSDA

DSPDA: Differentially Private Synthetic Data via Foundation Model APIs—This repo is a Python library to generate differentially private (DP) synthetic data without the need of any ML model training. It is based on the following papers…

GitHub Publication

Dataset Source Code

DEEGO: PPGNN

We study various aspects of our proposed model including, dependency on the number of eigencomponents utilized, latent polynomial filters learned, and performance of the individual polynomials on the node classification task. We further show that…

GitHub Publication Publication

Dataset Source Code

Exekias

Deployment of run history services in a private Azure subscription. Help research projects store experimentation data in a discoverable way.

GitHub

Dataset Source Code

LIDA

LIDA: Automatic Generation of Visualizations and Infographics using Large Language Models—LIDA is a library for generating data visualizations and data-faithful infographics. LIDA is grammar agnostic (will work with any programming language and visualization libraries e.g.…

GitHub

Dataset Source Code

MachNet

Machnet is a user-level network stack deployed as a container. It provides applications with a fast, low-latency, reliable, message-based transport for communication. A micro-kernel insprided user-level network stack, that aims on performance and usability. It…

GitHub

Dataset Source Code

Global Static Analysis With CodeQL

Resource Leak Checker (RLC#) for C# code using CodeQL—RLC# is a lightweight and modular resource leak checker for C# code. It is inspired by Checker Framework’s resource leak checker (RLC) for Java. RLC# is developed…

GitHub

Dataset Source Code

ReinMax

Bridging Discrete and Backpropagation: Straight-Through and Beyond—Guided by our findings, we propose a novel method called ReinMax, which integrates Heun’s Method, a second-order numerical method for solving ODEs, to approximate the gradient. Our method, ReinMax,…

GitHub Publication