AEC Challenge
One CLI for all your robots. Connect them, command them, and let them work together, each with an LLM for a brain (Claude, OpenAI, Gemini, Grok, or local via Ollama or vLLM), VLAs for arms and decision LLMs (Jev, Laya, Kev). Drives Microduck, Open Duck Mini, LeRobot, XLeRobot, AlohaMini, ToddlerBot, or any ROS 2 base from a laptop, offboard.
Train RL policies for the Pollen Microduck π¦ on an ordinary Mac, no CUDA GPU, and watch them learn live in the browser.
Open-source AI business orchestration platform for running governed AI agents across ERP, CRM, Microsoft 365 and other business systems.
Pre-deployment governance, identity auditing, and data-leakage scanner for Microsoft Foundry Toolboxes and autonomous AI agents.
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
πͺ Data Formulator is an interactive AI-powered data analysis system makes it easy to connect, explore and visualize data.
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
Python Serverless Microframework for AWS
MagenticLite is an experimental agent that works across the browser and local file system
The no-magic web API and microservices framework for Python developers, with a focus on reliability and performance at scale.
Your Gateway to Embedded Software Development Excellence :alien:
bottle.py is a fast and simple micro-framework for python web-applications.
Fara1.5 β A family of frontier computer use agent models
A simple SWE-style browser+desktop agent framework that achieves SOTA results on long-horizon CUA tasks
The official documentation for Raspberry Pi computers and microcontrollers
General purpose Linux OS for Azure
Windows Exploit Suggester - Next Generation
Connexion is a modern Python web framework that makes spec-first and api-first development easy.
open source Kubernetes-native API gateway for microservices built on the Envoy Proxy
Windrecorder is a memory search app by records everything on your screen in small size, to let you rewind what you have seen, query through OCR text or image description, and get activity statistics, like Microsoft's Windows Recall or Rewind.
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.
πͺ Turns your machine learning code into microservices with web API, interactive GUI, and more.
Core Python libraries ported to MicroPython
A collection of Azure AD/Entra tools for offensive and defensive security purposes
NVDA, the free and open source Screen Reader for Microsoft Windows
An implementation of the Debug Adapter Protocol for Python
Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.
Documentation and issues for Pylance
Microsoft Threat Intelligence Security Tools
A simple python library to interact with Microsoft Graph and Office 365 API
Async Python 3.6+ web scraping micro-framework based on asyncio
Microsoft 365 & Microsoft Graph Library for Python
Get clean data from tricky documents, powered by vision-language models β‘
Open source Python library for programming and debugging Arm Cortex-M microcontrollers
A tool for automating the installation of the Microsoft Windows operating system on various device platforms.
scikit-bio: a community-driven Python library for bioinformatics, providing versatile data structures, algorithms and educational resources.
Outlook/Hotmail account batch registration tool. Outlook / Hotmail 账ε·ζΉι注εε·₯ε ·οΌζ―ζθͺε¨θ·ε OAuth2 refresh_token
[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 β 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.
Examples to accompany the "Raspberry Pi Pico Python SDK" book.
Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications
Microsoft AI for Good Lab β 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
CatSniffer is an original multiprotocol and multiband board for sniffing, communicating, and attacking IoT (Internet of Things) devices using the latest radio IoT protocols. It is a highly portable USB stick that integrates TI CC1352, Semtech SX1262, and an RP2040 for V3 or a Microchip SAMD21E17 for V2
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
DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning,Β statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy includingΒ diffusion, perfusion and structural imaging.
werkzeug + twisted.web
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
Python web framework with full-stack layer implemented on top of a microframework core with support for SQL DBMS, MongoDB and Pluggable Applications
A FREE comprehensive online Python development tutorial FOR KIDS utilizing an official BBC micro:bit Development Board going step-by-step into the world of Python for microcontrollers.
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