{"id":13471821,"url":"https://github.com/Azure/MachineLearningNotebooks","last_synced_at":"2025-03-26T15:30:32.462Z","repository":{"id":37789483,"uuid":"145148726","full_name":"Azure/MachineLearningNotebooks","owner":"Azure","description":"Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft","archived":false,"fork":false,"pushed_at":"2024-10-21T16:03:36.000Z","size":78327,"stargazers_count":4086,"open_issues_count":392,"forks_count":2521,"subscribers_count":1946,"default_branch":"master","last_synced_at":"2024-10-29T11:28:58.575Z","etag":null,"topics":["azure","azure-machine-learning","azure-ml","azureml","data-science","deep-learning","machine-learning","notebook"],"latest_commit_sha":null,"homepage":"https://docs.microsoft.com/azure/machine-learning/service/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Azure.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-08-17T17:29:14.000Z","updated_at":"2024-10-23T18:10:54.000Z","dependencies_parsed_at":"2024-05-16T17:43:25.249Z","dependency_job_id":null,"html_url":"https://github.com/Azure/MachineLearningNotebooks","commit_stats":null,"previous_names":[],"tags_count":102,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Azure%2FMachineLearningNotebooks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Azure%2FMachineLearningNotebooks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Azure%2FMachineLearningNotebooks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Azure%2FMachineLearningNotebooks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Azure","download_url":"https://codeload.github.com/Azure/MachineLearningNotebooks/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222151628,"owners_count":16939423,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["azure","azure-machine-learning","azure-ml","azureml","data-science","deep-learning","machine-learning","notebook"],"created_at":"2024-07-31T16:00:49.533Z","updated_at":"2024-10-30T02:30:30.442Z","avatar_url":"https://github.com/Azure.png","language":"Jupyter Notebook","readme":"# Azure Machine Learning Python SDK notebooks\n\n### **With the introduction of AzureML SDK v2, this samples repository for the v1 SDK is now deprecated and will not be monitored or updated. Users are encouraged to visit the [v2 SDK samples repository](https://github.com/Azure/azureml-examples) instead for up-to-date and enhanced examples of how to build, train, and deploy machine learning models with AzureML's newest features.**\n\nWelcome to the Azure Machine Learning Python SDK notebooks repository!\n\n## Getting started\n\nThese notebooks are recommended for use in an Azure Machine Learning [Compute Instance](https://docs.microsoft.com/azure/machine-learning/concept-compute-instance), where you can run them without any additional set up.\n\nHowever, the notebooks can be run in any development environment with the correct `azureml` packages installed.\n\nInstall the `azureml.core` Python package:\n\n```sh\npip install azureml-core\n```\n\nInstall additional packages as needed:\n\n```sh\npip install azureml-mlflow\npip install azureml-dataset-runtime\npip install azureml-automl-runtime\npip install azureml-pipeline\npip install azureml-pipeline-steps\n...\n```\n\nWe recommend starting with one of the [quickstarts](tutorials/compute-instance-quickstarts).\n\n## Contributing\n\nThis repository is a push-only mirror. Pull requests are ignored.\n\n## Code of Conduct\n\nThis project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). Please see the [code of conduct](CODE_OF_CONDUCT.md) for details.\n\n## Reference\n\n- [Documentation](https://docs.microsoft.com/azure/machine-learning)\n\n","funding_links":[],"categories":["Jupyter Notebook","AI + Machine Learning","azure","工作流程和实验跟踪","A01_机器学习教程","machine-learning","📚 Project Purpose"],"sub_categories":["Machine Learning","Machine Learning (Intermediate-Level"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAzure%2FMachineLearningNotebooks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FAzure%2FMachineLearningNotebooks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAzure%2FMachineLearningNotebooks/lists"}