:NOTE: This github repository is archived. The repository contents and history have moved to google-cloud-python_.

.. _google-cloud-python: https://github.com/googleapis/google-cloud-python/tree/main/packages/google-cloud-automl

Python Client for Cloud AutoML API

|ga| |pypi| |versions|

🔔 AutoML API Python Client is now available in Vertex AI. Please visit Vertex SDK for Python for the new Python Vertex AI client. Vertex AI is our next generation AI Platform, with many new features that are unavailable in the current platform. Migrate your resources to Vertex AI to get the latest machine learning features, simplify end-to-end journeys, and productionize models with MLOps.

The Cloud AutoML API_ is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs, by leveraging Google’s state-of-the-art transfer learning, and Neural Architecture Search technology.

• Client Library Documentation_
• Product Documentation_

.. |ga| image:: https://img.shields.io/badge/support-ga-gold.svg :target: https://github.com/googleapis/google-cloud-python/blob/main/README.rst#ga-support .. |pypi| image:: https://img.shields.io/pypi/v/google-cloud-automl.svg :target: https://pypi.org/project/google-cloud-automl/ .. |versions| image:: https://img.shields.io/pypi/pyversions/google-cloud-automl.svg :target: https://pypi.org/project/google-cloud-automl/ .. _Vertex SDK for Python: https://github.com/googleapis/python-aiplatform .. _Cloud AutoML API: https://cloud.google.com/automl .. _Client Library Documentation: https://cloud.google.com/python/docs/reference/automl/latest .. _Product Documentation: https://cloud.google.com/automl .. _Migrate your resources to Vertex AI: https://cloud.google.com/vertex-ai/docs/start/migrating-to-vertex-ai

Quick Start

In order to use this library, you first need to go through the following steps:

1. Select or create a Cloud Platform project._
2. Enable billing for your project._
3. Enable the Cloud AutoML API._
4. Setup Authentication._

.. _Select or create a Cloud Platform project.: https://console.cloud.google.com/project .. _Enable billing for your project.: https://cloud.google.com/billing/docs/how-to/modify-project#enable_billing_for_a_project .. _Enable the Cloud AutoML API.: https://cloud.google.com/automl .. _Setup Authentication.: https://googleapis.dev/python/google-api-core/latest/auth.html

Installation

Install this library in a `virtualenv`_ using pip. `virtualenv`_ is a tool to
create isolated Python environments. The basic problem it addresses is one of
dependencies and versions, and indirectly permissions.

With `virtualenv`_, it's possible to install this library without needing system
install permissions, and without clashing with the installed system
dependencies.

.. _`virtualenv`: https://virtualenv.pypa.io/en/latest/

Supported Python Versions
^^^^^^^^^^^^^^^^^^^^^^^^^
Python >= 3.7

Unsupported Python Versions
^^^^^^^^^^^^^^^^^^^^^^^^^^^
Python <= 3.6.

The last version of this library compatible with Python 2.7 is google-cloud-automl==1.0.1.
The last version of this library compatible with Python 3.6 is google-cloud-automl==2.7.3.

Mac/Linux
^^^^^^^^^

.. code-block:: console

    pip install virtualenv
    virtualenv <your-env>
    source <your-env>/bin/activate
    <your-env>/bin/pip install google-cloud-automl

Windows
^^^^^^^

.. code-block:: console

    pip install virtualenv
    virtualenv <your-env>
    <your-env>\Scripts\activate
    <your-env>\Scripts\pip.exe install google-cloud-automl

Next Steps

• Read the Client Library Documentation_ for Cloud AutoML API API to see other available methods on the client.
• Read the Product documentation_ to learn more about the product and see How-to Guides.