[NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to 10x for pre-filling on an A100 while maintaining accuracy.
Enterprise-grade landing zone for AI agent applications on Azure. Deploy the secure infrastructure, the agent app, or both — built on Microsoft Foundry and Microsoft Agent Framework, with Zero-Trust networking, observability and IaC.
This repo is the home of the official documentation for Visual Studio.
Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications
Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.
Implementation of the Aurora model for Earth system forecasting
A holistic framework to enable the design, development, and evaluation of autonomous AIOps agents.
Microsoft Text-to-Speech API Samples
Official Code Release for [SIGGRAPH 2025] RenderFormer: Transformer-based Neural Rendering of Triangle Meshes with Global Illumination
Python sample project for trying out Dev Containers
Structured RAG: ingest, index, query
ComfyUI Wrapper for Microsoft Trellis.2 - Native and Compact Structured Latents for 3D Generation
Extracts emails and attachments saved in Microsoft Outlook's .msg files
Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.
An optimized logging library for Python
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Project Mu Documentation
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multilspy is a lsp client library in Python intended to be used to build applications around language servers.
ComfyUI custom node for the VibeVoice TTS. Expressive, long-form, multi-speaker conversational audio
Technical Documentation for Microsoft Power Apps
Early access to new features for Microsoft Fabric's Semantic Link.
Microsoft Azure Linux Guest Agent
Pytest plugin to write end-to-end browser tests with Playwright.
Dion optimizer algorithm
[ICLR 2026] RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
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Convert your notes to Markdown
Open Lakehouse Compute Fabric: an open-source lakehouse platform with Microsoft Fabric Compute Extension.
Python SDK for Microsoft Purview Unified Catalog APIs, supporting data products, business domains, glossary terms, CDEs, relationships, OKRs, policies, and data quality automation.
A persistent, reviewed multi-agent runtime for long-horizon research and engineering.
Your work, already underway. A personal AI assistant for your job: mail, chats and tickets become tasks, the agents you already use (Claude Code, Codex, Gemini) do the work, and nothing goes out until you approve. Open source, runs on your machine.
Outlook/Hotmail local account management WebUI supports batch account import, status detection (alive/banned), token refresh and synchronization.Outlook / Hotmail 本地账号管理 WebUI,支持账号批量导入、状态检测(存活/封禁)、令牌刷新与同步。
A standalone OAuth2 refresh_token retrieval tool for existing Outlook / Hotmail accounts. 面向已有 Outlook / Hotmail 账号的独立 OAuth2 refresh_token 获取工具
EntraTrace is a defensive security research tool for tracking and identifying the behavior of offensive tooling targeting Microsoft Entra ID.
Understand Azure billing
Расширение WebUI для CAPEv2: добавляет в обычный отчёт вкладку Procmon Events. Обеспечивает возможность реализовывать интерактивный просмотр, поиск и анализ событий созданных утилитой Microsoft Sysinternals Procmon в процессе детонации ВПО.
Cell_ppt:面向 Microsoft PowerPoint 的可编辑科研矢量绘图插件。免费额度每天抖音群里提供,抖音名(木纹),私人额度小红书找:木纹小路
Microsoft SharePoint JWT Authentication Bypass (CVE-2026-55040)
Enumerate user accounts and registered authentication methods via the Microsoft Self-Service Password Reset (SSPR) portal
An agent that edits your Word and Excel files — then looks at them, through real Microsoft Office, to check its own work
Self-hosted streaming TTS gateway with Web UI + REST/WebSocket API — dual-engine local Kokoro CPU inference + Microsoft Edge neural voices, ready-to-run for AI apps, extensions, and automation. 开箱即用的自托管流式 TTS 网关,提供 Web UI + REST/WebSocket API —— 支持本地 Kokoro CPU 推理语音与 Microsoft Edge 语音,面向 AI 应用、浏览器扩展和自动化工作流。
APISignature is a plugin for x64dbg that help the malware analysts & reverse engineers during analysis by adding a reference for more than 44,000+ API functions for Microsoft API documents & additional section about how to abuse the API function.
Free, open-source text-to-speech reader for Windows 11/10 in the system tray: natural Microsoft online voices, offline HD voices (Piper & Kokoro) that run on your PC, Windows voices, and a privacy mode that keeps text offline.
Desktop downloader and sync utility for HCMUT BK-LMS, with local AI Study Pack export.
Professional Microsoft 365 office suite for Windows. Word, Excel, PowerPoint, Outlook and other productivity tools in one package.
Graphormer is a general-purpose deep learning backbone for molecular modeling.