API Reference
=============

.. toctree::
   :maxdepth: 1
   :hidden:

   builtin
   cli
   configuration
   data
   evaluation
   preprocessing
   reporting
   services
   theme
   training

Package Sections
----------------

.. grid:: 1 1 2 2

    .. grid-item-card::
      :link: builtin
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Built-in Evaluators
      ^^^^^^^^^^^^^^^^^^^
      Ready-to-use evaluator implementations for common ML tasks.

    .. grid-item-card::
      :link: cli
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Command Line Interface
      ^^^^^^^^^^^^^^^^^^^^^^
      Command line interface for Brisk.

    .. grid-item-card::
      :link: configuration
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Configuration
      ^^^^^^^^^^^^^
      Interface for defining what models to train.

    .. grid-item-card::
      :link: data
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Data
      ^^^^^
      Handles data splitting and preprocessing.

    .. grid-item-card::
      :link: preprocessing
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Data Preprocessing
      ^^^^^^^^^^^^^^^^^^
      Applies transformations to a dataset before training.

    .. grid-item-card::
      :link: evaluation
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Evaluation
      ^^^^^^^^^^
      Classes providing methods to evaluate models and plot results.

    .. grid-item-card::
      :link: reporting
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Reporting
      ^^^^^^^^
      Generates an interactive report from training results.

    .. grid-item-card::
      :link: services
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Services
      ^^^^^^^^
      Infrastructure services including logging, I/O, and metadata management.

    .. grid-item-card::
      :link: theme
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Theme
      ^^^^^
      Styling and file format settings for plots.

    .. grid-item-card::
      :link: training
      :link-type: doc
      :columns: 12 6 6 6
      :padding: 2

      Training
      ^^^^^^^^  
      Brings together the data and configuration to train models.

API Objects
------------

.. include:: /_api_objects_table.rst