leaf_engine.etl.cluster
=======================

.. py:module:: leaf_engine.etl.cluster


Submodules
----------

.. toctree::
   :maxdepth: 1

   /autoapi/leaf_engine/etl/cluster/cluster/index
   /autoapi/leaf_engine/etl/cluster/cluster_iteration/index
   /autoapi/leaf_engine/etl/cluster/cluster_match/index
   /autoapi/leaf_engine/etl/cluster/cluster_schema/index
   /autoapi/leaf_engine/etl/cluster/cluster_step/index
   /autoapi/leaf_engine/etl/cluster/dbscan_kmeans/index


Classes
-------

.. autoapisummary::

   leaf_engine.etl.cluster.DBSCAN_KMeans


Functions
---------

.. autoapisummary::

   leaf_engine.etl.cluster.cluster_pipeline
   leaf_engine.etl.cluster.cluster_step_pipeline


Package Contents
----------------

.. py:class:: DBSCAN_KMeans(epsilon_in_miles=0.5, max_diameter_in_miles=100)

   .. py:method:: _repeated_kmeans(locations_df: pandas.DataFrame)


   .. py:method:: fit(locations_df: pandas.DataFrame)


   .. py:method:: fit_predict(locations_df: pandas.DataFrame)


   .. py:attribute:: dbscan


   .. py:attribute:: eps


   .. py:attribute:: labels_
      :value: None



   .. py:attribute:: max_diameter


.. py:function:: cluster_pipeline(df: pandas.DataFrame) -> pandas.DataFrame

.. py:function:: cluster_step_pipeline(df, epsilon_in_miles=25)