{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/7"}],"enrichment":{"capability":"Connects to Azure Machine Learning Studio workspaces to download, upload, and manage datasets from Python, with optional conversion to and from Pandas DataFrames.","skillfed_tags":["legacy","azure-ml","abandoned"],"use_cases":["Retrieve datasets from an existing Azure ML Studio workspace into a local Python environment for analysis or preprocessing","Upload processed data back to Azure ML Studio as a new dataset after manipulation in Pandas","Access intermediate datasets from completed ML Studio experiments for further analysis or reuse","Automate dataset synchronization between local Python scripts and Azure ML Studio in legacy workflows"],"what_it_does":"This is a legacy Python client library for Azure Machine Learning Studio that predates the modern Azure ML SDK. It allows you to authenticate to an Azure ML workspace, enumerate and access datasets stored there, and download them as Pandas DataFrames or raw binary/text data. You can also upload new datasets or update existing ones by serializing DataFrames back to the workspace. The library handles authentication via workspace ID and token, supports regional endpoints, and can read intermediate datasets from experiment outputs.\n\nHowever, the package has been abandoned since 2019 and is no longer maintained. Microsoft has moved on to newer SDKs and platforms. The description itself notes that this content is no longer maintained and directs users to the Azure Machine Learning Notebooks project instead. The APIs and REST endpoints it connects to are subject to change and may no longer be compatible with current Azure ML infrastructure.","worth_installing":"No. This package is abandoned and no longer maintained as of 2019. Microsoft explicitly directs users away from it to newer Azure ML resources. Unless you are maintaining legacy code that already depends on it, you should use the current Azure ML Python SDK instead. The endpoints and APIs may no longer work with modern Azure services."},"id":"azureml","links":{"html":"https://skillfed.io/packages/azureml","md":"https://skillfed.io/packages/azureml.md","pypi":"https://pypi.org/project/azureml/"},"maintenance":{"status":"abandoned"},"meta":{"latest_release":"2016-03-14","license_spdx":null,"license_treatment":"permissive","name":"azureml","python_support":"unspecified","summary":"Microsoft Azure Machine Learning Python client library"},"popularity":{"monthly_downloads":206514,"position":9569,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.2.7"}