azureml-automl-core

What it is and what it does

azureml-automl-core is an internal utility package that provides the non-ML and non-Azure-specific common code used by Azure Machine Learning's AutoML training system. It is not designed for direct end-user consumption but rather serves as a foundational component of the broader Azure ML SDK, specifically supporting the azureml-train-automl package.

The package handles core AutoML infrastructure, utilities, and orchestration logic that the training pipeline depends on. With four runtime dependencies (azureml-dataset-runtime, azureml-telemetry, importlib-metadata, importlib-resources) and low install friction, it integrates cleanly into the Azure ML ecosystem. However, users should typically install it indirectly by using azureml-train-automl rather than adding it directly to their projects.

Use it for:

• As a transitive dependency when installing azureml-train-automl for automated machine learning workflows
• Internal component for Azure ML AutoML pipeline execution and orchestration
• Supporting infrastructure for hyperparameter tuning and model selection in Azure ML

Worth the install?

AI-flagged interpretation of the facts on this page — verify before relying

Provides internal AutoML infrastructure and utilities for the Azure Machine Learning SDK's automated machine learning training pipeline.

No, not for direct installation. This package is an internal component of the Azure ML SDK designed for use only as a transitive dependency of azureml-train-automl. Install azureml-train-automl instead if you need AutoML functionality; it will pull in azureml-automl-core automatically. Direct use is unsupported and may break across versions.

Install

azureml-automl-core on PyPI

pip install azureml-automl-core

uv add azureml-automl-core

poetry add azureml-automl-core

Installing azureml-automl-core

Before you install

Low install friction with four runtime dependencies. Actively maintained as of 92 days ago. Designed as an internal component of the Azure ML ecosystem rather than a standalone tool.

License in practice

Licensed under a proprietary Microsoft license (https://aka.ms/azureml-sdk-license). Review Microsoft's terms before use in commercial or redistributed contexts.

Quickstart

pip install azureml-automl-core

# This package is designed for internal use within the Azure ML SDK.
# Direct usage is not recommended; install azureml-train-automl instead.

Requires Python 3.10 or later (requires_python: >=3.10,<4.0). Intended for use as a dependency of azureml-train-automl, not standalone.

Verify before relying

• Whether direct installation is supported or if it should only be installed transitively via azureml-train-automl
• Specific functionality and API surface available to internal consumers

Package facts

Evidence: azureml_automl_core-1.62.0.post3-py3-none-any.whl

Tags

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