Microsoft

nnScaler: Compiling DNN models for Parallel Training

A Contamination-free Multi-task Language Understanding Benchmark [Official, ACL 2025]

Microsoft Visual Studio Editor API definitions

Use this repository to explore the latest content and code samples. Each month we will release best of content resources that relate to a particular theme. - Microsoft Developer Editorial team

Lifecycle Services Companion App for administrators

[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

Azure App Service extension for VS Code

Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research

Benchmarking and monitoring automation, designed for cloud, built with .NET.

language-extensions-sqlserver

Container Tools Extension for Visual Studio Code

Hubot adapter for botframework

SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.

An Azure Databricks workshop leveraging the New York Taxi and Limousine Commission Trip Records dataset

The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.

Process migrator node.js utility for VSTS inherited process

Azure Application Insights SDK for PHP

Language service for Docker Compose documents

A React-based component for viewing SARIF files.

.NET Logging adaptors

A framework for building collaborative Microsoft Teams and M365 experiences.

This is a list of open-source projects at Microsoft Research NLP Group

Enabling applications in your Kubernetes cluster to programmatically install helm charts and expose them through a single public facing IP

Parsing CRI JSON logs with Fluent Bit - applies to fluentbit, kubernetes, containerd and cri-o

1DS C++ SDK

Azure Static Web Apps extension for VS Code

This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure Document Intelligence

A curated list of awesome Azure IoT Developer Kit projects and resources.

The repository for components built by Microsoft for the Azure Bot Framework.

Latency Benchmarking tool