:py:mod:`gnn_tracking.postprocessing.fastrescanner`
===================================================

.. py:module:: gnn_tracking.postprocessing.fastrescanner


Module Contents
---------------

Classes
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.. autoapisummary::

   gnn_tracking.postprocessing.fastrescanner.DBSCANFastRescan




.. py:class:: DBSCANFastRescan(x: numpy.ndarray, max_eps: float = 1.0, *, n_jobs: int | None = None)


   Class to perform DBSCAN clustering with fast rescanning.

   :param x: Data to cluster
   :param max_eps: Maximum epsilon to use during rescanning. Set to as low
                   as possible to save time.
   :param n_jobs: The number of parallel jobs to run.

   .. py:method:: _reset_graph(max_eps: float) -> None

      Set and store the radius_neighbors graph to use for clustering.


   .. py:method:: cluster(eps: float = 1.0, min_pts: int = 1)

      Perform clustering on given data with DBSCAN

      :param eps: Epsilon to use for clustering
      :param min_pts: Minimum number of points to form a cluster