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Welcome to ESSA documentation!
==================================

ESSA (Easy Singular Spectrum Analysis) is a Python package for performing Singular Spectrum Analysis (SSA) on time series data.

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   installation
   usage
   api/index

Key Features
-----------

* Support for both basic SSA and Toeplitz SSA methods
* Full and randomized SVD options for large datasets
* Efficient decomposition and reconstruction of time series
* Intuitive API for time series analysis

Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`