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

This section is for advanced users who want to extend Bukka or inspect the code behind the CLI.

Most users should stay on the CLI pages. The modules below are the implementation details.

Core modules
------------

Project module
^^^^^^^^^^^^^^

.. automodule:: bukka.project
   :members:
   :undoc-members:
   :show-inheritance:

Data management
---------------

Dataset Module
^^^^^^^^^^^^^^

.. automodule:: bukka.data_management.dataset
   :members:
   :undoc-members:
   :show-inheritance:

Coding utilities
----------------

Configuration writer
^^^^^^^^^^^^^^^^^^^^

.. automodule:: bukka.coding.write_config
   :members:
   :undoc-members:
   :show-inheritance:

Starter notebook writer
^^^^^^^^^^^^^^^^^^^^^^^

.. automodule:: bukka.coding.write_starter_notebook
   :members:
   :undoc-members:
   :show-inheritance:

Pipeline writer
^^^^^^^^^^^^^^^

.. automodule:: bukka.coding.write_pipeline
   :members:
   :undoc-members:
   :show-inheritance:

PyProject TOML writer
^^^^^^^^^^^^^^^^^^^^^

.. automodule:: bukka.coding.write_pyproject_toml
   :members:
   :undoc-members:
   :show-inheritance:

Data reader writer
^^^^^^^^^^^^^^^^^^

.. automodule:: bukka.coding.write_data_reader_class
   :members:
   :undoc-members:
   :show-inheritance:

MLflow setup
^^^^^^^^^^^^

.. automodule:: bukka.coding.write_mlflow_setup
   :members:
   :undoc-members:
   :show-inheritance:

Jupyter utilities
^^^^^^^^^^^^^^^^^

.. automodule:: bukka.coding.utils.jupyter_handler
   :members:
   :undoc-members:
   :show-inheritance:

Template handler
^^^^^^^^^^^^^^^^

.. automodule:: bukka.coding.utils.template_handler
   :members:
   :undoc-members:
   :show-inheritance:

Utilities
---------

Logger
^^^^^^

.. automodule:: bukka.utils.bukka_logger
   :members:
   :undoc-members:
   :show-inheritance:

Reference
^^^^^^^^^

.. automodule:: bukka.utils.reference
   :members:
   :undoc-members:
   :show-inheritance:

File manager
^^^^^^^^^^^^

.. automodule:: bukka.utils.files.file_manager
   :members:
   :undoc-members:
   :show-inheritance:

Environment management
----------------------

Environment module
^^^^^^^^^^^^^^^^^^

.. automodule:: bukka.environment.environment
   :members:
   :undoc-members:
   :show-inheritance:

Preprocessing
-------------

Categorical processing
^^^^^^^^^^^^^^^^^^^^^^

.. automodule:: bukka.preprocessing.categorical
   :members:
   :undoc-members:
   :show-inheritance: