{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/3"}],"enrichment":{"capability":"Provides core APIs and utilities for managing Azure Machine Learning workspaces, experiments, compute resources, datasets, models, and training runs.","skillfed_tags":["azure-cloud","ml-infrastructure","deprecated"],"use_cases":["Submit and monitor training jobs on Azure compute clusters from a local Python script or notebook.","Log metrics, models, and artifacts from experiments to track ML workflow history and reproducibility.","Register and version datasets in Azure ML to share and reuse training data across team members.","Deploy trained models as web services or batch endpoints on Azure infrastructure.","Manage compute targets (VMs, clusters, Kubernetes) for distributed training and inference."],"what_it_does":"azureml-core is the foundational Python SDK for Azure Machine Learning, providing APIs to create and manage workspaces, submit and track training experiments, manage compute resources, and work with datasets and models. It abstracts Azure's ML infrastructure behind a Python interface, allowing you to orchestrate training jobs, log metrics, and deploy models without directly managing cloud resources.\n\nThe package is production-stable and widely used (top 5000 on PyPI), but is now deprecated with security-only maintenance through June 2026. It carries 34 runtime dependencies including Azure management libraries, authentication tools, and utilities like docker and paramiko. If you have existing code using this SDK or need to maintain legacy ML workflows on Azure, it remains functional; for new projects, you should evaluate whether to adopt a newer Azure ML SDK or alternative platform.","worth_installing":"Yes, if you are maintaining or extending existing Azure ML workflows already using this SDK. The package is stable, has low install friction, and carries no known vulnerabilities. However, do not start new projects with it\u2014it is deprecated and will receive only security fixes until June 2026. Evaluate newer Azure ML SDKs or alternative ML platforms for greenfield work. Review the unclear license terms before production deployment."},"id":"azureml-core","links":{"html":"https://skillfed.io/packages/azureml-core","md":"https://skillfed.io/packages/azureml-core.md","pypi":"https://pypi.org/project/azureml-core/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-16","license_spdx":null,"license_treatment":"unclear","name":"azureml-core","python_support":"supports_current","summary":"Azure Machine Learning core packages, modules, and classes"},"popularity":{"monthly_downloads":1644852,"position":3693,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"1.61.0.post4"}