.. _air-guides:

===========
User Guides
===========

.. _air-feature-guide:

AIR User Guides
---------------

.. panels::
    :container: container pb-4 full-width
    :column: col-md-4 px-2 py-2
    :img-top-cls: pt-5 w-75 d-block mx-auto

    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: /ray-air/preprocessors
        :type: ref
        :text: Using Preprocessors
        :classes: btn-link btn-block stretched-link
    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: /ray-air/checkpoints
        :type: ref
        :text: Using Checkpoints
        :classes: btn-link btn-block stretched-link


    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: air-ingest
        :type: ref
        :text: Configuring Training Datasets
        :classes: btn-link btn-block stretched-link

    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: air-scaling-config
        :type: ref
        :text: Configuring Trainer Scaling
        :classes: btn-link btn-block stretched-link

    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: /ray-air/examples/analyze_tuning_results
        :type: ref
        :text: Analyzing Tune Results
        :classes: btn-link btn-block stretched-link

    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: predictors
        :type: ref
        :text: Using Predictors for Inference
        :classes: btn-link btn-block stretched-link

    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: /ray-air/examples/serving_guide
        :type: ref
        :text: Deploying Predictors with Serve
        :classes: btn-link btn-block stretched-link

    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: air-deployment
        :type: ref
        :text: How to Deploy AIR
        :classes: btn-link btn-block stretched-link

    ---
    :img-top: /ray-overview/images/ray_svg_logo.svg

    +++
    .. link-button:: benchmarks
        :type: ref
        :text: Benchmarks
        :classes: btn-link btn-block stretched-link