Azure/azureml-examples

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Azure/azureml-examples

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Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

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languages

products

description

sample

azurecli

python

azure-machine-learning

Top-level directory for official Azure Machine Learning sample code and examples.

Azure Machine Learning examples

Welcome to the Azure Machine Learning examples repository!

Contents

directory		description
`.github`		GitHub files like issue templates and actions workflows.
`cli`		Azure Machine Learning CLI v2 examples.
`sdk`		Azure Machine Learning SDK v2 examples.
	`python`	Azure Machine Learning Python SDK v2 examples.
	`dotnet`	Azure Machine Learning .Net SDK v2 examples.
`setup`		Folder with setup scripts
	`setup-ci`	Setup scripts to customize and configure
	`setupdsvm`	Setup RStudio on Data Science Virtual Machine (DSVM)
	`setup-repo`	Setup scripts for Azure/azureml-examples.
`tutorials`		Azure Machine Learning end to end Python SDK v2 tutorials
`v1`		Azure Machine Learning Python SDK v1 examples.
	`python-sdk`	Azure Machine Learning Python SDK v1 examples.
	`notebooks`	Jupyter notebooks with MLflow tracking to an Azure ML workspace.

Contributing

We welcome contributions and suggestions! Please see the contributing guidelines for details.

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. Please see the code of conduct for details.

Reference

Documentation

azure-quickstart-templates

Azure Quickstart Templates

azure-sdk-for-net

This repository is for active development of the Azure SDK for .NET. For consumers of the SDK we recommend visiting our public developer docs at https://learn.microsoft.com/dotnet/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-net.

autorest

OpenAPI (f.k.a Swagger) Specification code generator. Supports C#, PowerShell, Go, Java, Node.js, TypeScript, Python

Azure-Sentinel

Cloud-native SIEM for intelligent security analytics for your entire enterprise.

Jupyter Notebook

azure-sdk-for-python

This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://learn.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.

azure-powershell

Microsoft Azure PowerShell

MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Jupyter Notebook

DotNetty

DotNetty project – a port of netty, event-driven asynchronous network application framework

azure-cli

Azure Command-Line Interface

draft-classic

A tool for developers to create cloud-native applications on Kubernetes.

bicep

Bicep is a declarative language for describing and deploying Azure resources

azure-rest-api-specs

The source for REST API specifications for Microsoft Azure.

azure-sdk-for-java

This repository is for active development of the Azure SDK for Java. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/java/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-java.

azure-sdk-for-js

This repository is for active development of the Azure SDK for JavaScript (NodeJS & Browser). For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/javascript/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-js.

AKS

Azure Kubernetes Service

azure-functions-host

The host/runtime that powers Azure Functions

golua

A Lua 5.3 engine implemented in Go

Azurite

A lightweight server clone of Azure Storage that simulates most of the commands supported by it with minimal dependencies

Microsoft-Defender-for-Cloud

Welcome to the Microsoft Defender for Cloud community repository

Enterprise-Scale

The Azure Landing Zones (Enterprise-Scale) architecture provides prescriptive guidance coupled with Azure best practices, and it follows design principles across the critical design areas for organizations to define their Azure architecture

azure-sdk-for-go

This repository is for active development of the Azure SDK for Go. For consumers of the SDK we recommend visiting our public developer docs at:

Stormspotter

Azure Red Team tool for graphing Azure and Azure Active Directory objects

durabletask

Durable Task Framework allows users to write long running persistent workflows in C# using the async/await capabilities.

azure-policy

Repository for Azure Resource Policy built-in definitions and samples

Open Policy Agent

iotedge

The IoT Edge OSS project

aztfexport

A tool to bring existing Azure resources under Terraform's management

review-checklists

This repo contains code and examples to operationalize Azure review checklists.

azure-sdk-for-node

Azure SDK for Node.js - Documentation

azure-functions-core-tools

Command line tools for Azure Functions

Azure-Functions

acs-engine

WE HAVE MOVED: Please join us at Azure/aks-engine!

aks-engine

AKS Engine: legacy tool for Kubernetes on Azure (see status)

data-api-builder

Data API builder provides modern REST and GraphQL endpoints to your Azure Databases and on-prem stores.

terraform-azurerm-caf-enterprise-scale

Azure landing zones Terraform module

coco-framework

The Confidential Consortium Blockchain Framework is an open-source system that enables high-scale, confidential blockchain networks that meet all key enterprise requirements—providing a means to accelerate production enterprise adoption of blockchain technology.

azure-iot-sdks

SDKs for a variety of languages and platforms that help connect devices to Microsoft Azure IoT services

GPT-RAG

Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

AzurePublicDataset

Microsoft Azure Traces

Jupyter Notebook

azure-sql-database-samples

Azure SQL Database Samples and Reference Implementation Repository

Azure-Network-Security

Resources for improving Customer Experience with Azure Network Security

caf-terraform-landingzones

This solution, offered by the Open-Source community, will no longer receive contributions from Microsoft. Customers are encouraged to transition to Microsoft Azure Verified Modules for continued support and updates from Microsoft. Please note, this repository is scheduled for decommissioning and will be removed on July 1, 2025.

azure-search-vector-samples

A repository of code samples for Vector search capabilities in Azure AI Search.

Jupyter Notebook

azure-service-operator

Azure Service Operator allows you to create Azure resources using kubectl

azure-functions-durable-extension

Durable Task Framework extension for Azure Functions

azure-webjobs-sdk

Azure WebJobs SDK

ResourceModules

This repository includes a CI platform for and collection of mature and curated Bicep modules. The platform supports both ARM and Bicep and can be leveraged using GitHub actions as well as Azure DevOps pipelines.

ALZ-Bicep

This repository contains the Azure Landing Zones (ALZ) Bicep modules that help deliver and deploy the Azure Landing Zone conceptual architecture in a modular approach. https://aka.ms/alz/docs

azure-sdk-for-rust

This repository is for active development of the *unofficial* Azure SDK for Rust. This repository is *not* supported by the Azure SDK team.

terraform

Source code for the Azure Marketplace Terraform development VM package.

azure-api-management-devops-resource-kit

Azure API Management DevOps Resource Kit

application-gateway-kubernetes-ingress

This is an ingress controller that can be run on Azure Kubernetes Service (AKS) to allow an Azure Application Gateway to act as the ingress for an AKS cluster.

CCOInsights

Welcome to the Continuous Cloud Optimization Power BI Dashboard GitHub Project. In this repository you will find all the guidance and files needed to deploy the Dashboard in your environment to take benefit of a single pane of glass to get insights about your Azure resources and services.

SimuLand

Understand adversary tradecraft and improve detection strategies

DeepLearningForTimeSeriesForecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

Jupyter Notebook

azure-xplat-cli

For ARM-based service please go to CLI 2.0.

azure-cosmos-dotnet-v3

.NET SDK for Azure Cosmos DB for the core SQL API

node-sqlserver

azure-devops-cli-extension

Azure DevOps Extension for Azure CLI

azure-storage-fuse

A virtual file system adapter for Azure Blob storage

Community-Policy

This repo is for Microsoft Azure customers and Microsoft teams to collaborate in making custom policies.

Open Policy Agent

azure-resource-manager-schemas

Schemas used to author and validate Resource Manager Templates. These schemas power the intellisense and syntax completion in our ARM Tools VSCode extension, as well as the Export Template API

azure-storage-azcopy

The new Azure Storage data transfer utility - AzCopy v10

counterfit

a CLI that provides a generic automation layer for assessing the security of ML models

azure-iot-sdk-c

A C99 SDK for connecting devices to Microsoft Azure IoT services

azure-cosmos-dotnet-v2

Contains samples and utilities relating to the Azure Cosmos DB .NET SDK

azure-service-bus

☁️ Azure Service Bus service issue tracking and samples

aad-pod-identity

[DEPRECATED] Assign Azure Active Directory Identities to Kubernetes applications.

Azure-Sentinel-Notebooks

Interactive Azure Sentinel Notebooks provides security insights and actions to investigate anomalies and hunt for malicious behaviors.

Jupyter Notebook

draft

A day 0 tool for getting your app on k8s fast

AzureStack-QuickStart-Templates

Quick start ARM templates that deploy on Microsoft Azure Stack

azure-openai-samples

Azure OpenAI Samples is a collection of code samples illustrating how to use Azure Open AI in creating AI solution for various use cases across industries. This repository is mained by a community of volunters. We welcomed your contributions.

Jupyter Notebook

WALinuxAgent

Microsoft Azure Linux Guest Agent

AI-in-a-Box

AI-in-a-Box leverages the expertise of Microsoft across the globe to develop and provide AI and ML solutions to the technical community. Our intent is to present a curated collection of solution accelerators that can help engineers establish their AI/ML environments and solutions rapidly and with minimal friction.

Jupyter Notebook

iot-edge-v1

Industrial-IoT

Azure Industrial IoT Platform

MS-AMP

Microsoft Automatic Mixed Precision Library

Mission-Critical

This repository provides a design methodology and approach to building highly-reliable applications on Microsoft Azure for mission-critical workloads.

static-web-apps-cli

Azure Static Web Apps CLI ✨

mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure-docs-powershell-samples

Azure Powershell code samples, often used in docs.microsoft.com/Azure developer documentation

azqr

Azure Quick Review

bicep-registry-modules

Bicep registry modules

azure-storage-node

Microsoft Azure Storage SDK for Node.js

api-management-developer-portal

Developer portal provided by the Azure API Management service.

kubelogin

A Kubernetes credential (exec) plugin implementing azure authentication

Azure-TDSP-ProjectTemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

azure-sdk

This is the Azure SDK parent repository and mostly contains documentation around guidelines and policies as well as the releases for the various languages supported by the Azure SDK.

azure-mobile-services

Mobile Services is deprecated - Use Mobile Apps instead

azure-devtestlab

Azure DevTestLab artifacts, scripts and samples

azure-iot-sdk-csharp

A C# SDK for connecting devices to Microsoft Azure IoT services

actions-workflow-samples

Help developers to easily get started with GitHub Action workflows to deploy to Azure

azure-devops-utils

Azure DevOps Utilities

AzureDatabricksBestPractices

Version 1 of Technical Best Practices of Azure Databricks based on real world Customer and Technical SME inputs

app-service-announcements

Subscribe to this repo to be notified about major changes in App Service

azure-storage-net

Microsoft Azure Storage Libraries for .NET

Azure-DataFactory

arm-ttk

Azure Resource Manager Template Toolkit

RDS-Templates

ARM Templates for Remote Desktop Services deployments

Copilot-For-Security

Microsoft Copilot for Security is a generative AI-powered security solution that helps increase the efficiency and capabilities of defenders to improve security outcomes at machine speed and scale, while remaining compliant to responsible AI principles

enterprise-azure-policy-as-code

Enterprise-ready Azure Policy-as-Code (PaC) solution (includes Az DevOps pipeline)