Client libraries

AutoML client libraries are built on Google Cloud Client Libraries. This common infrastructure provides functionality for API-specific library implementations, but it also provides types and methods that you may use directly when using any Cloud API.

Install the client libraries

Java

If you are using Maven, add this to your pom.xml file:

        <dependency>
            <groupId>com.google.cloud</groupId>
            <artifactId>google-cloud-automl</artifactId>
            <version>0.86.0-beta</version>
        </dependency>
      

If you are using Gradle, add this to your dependencies:

      compile 'com.google.cloud:google-cloud-automl:0.86.0-beta'
      

If you are using SBT, add this to your dependencies:

       libraryDependencies += "com.google.cloud" % "google-cloud-automl" % "0.86.0-beta"

Node.js

Before installing the library, make sure you've prepared your environment for Node.js development.

npm install --save @google-cloud/automl

Python

Before installing the library, make sure you've prepared your environment for Python development.

pip install google-cloud-automl

AutoML Tables Pipeline

AutoML Tables provides a Python tool to help you automate tasks. The Pipeline tool enables you to:

  • Launch training and prediction jobs for AutoML Tables with a single command.
  • Define your pipelines with YAML configuration files for easy reuse.
  • Log parameters, operations, and results.

The Pipeline tool is hosted on GitHub. To see more information and to download the tool, see AutoML Tables Pipeline

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AutoML Tables Documentation