Welcome to the documentation of ``PaTSEmb``!
============================================

Welcome to ``PaTSEmb``, a fast and extendable Python package for creating a pattern-based embedding
of the time series. This is an embedding of the time series which contains information
about the typical shapes are occurring at which locations in the time series.

The source is available on `GitHub <https://github.com/ML-KULeuven/PaTSEmb>`_.

.. toctree::
   :maxdepth: 1
   :caption: Getting started

   getting_started/installation
   getting_started/examples


.. toctree::
   :maxdepth: 1
   :caption: Documentation

   api/discretization
   api/pattern_based_embedding
   api/pattern_mining
   api/postprocess
   api/utils