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Welcome to lpspline Documentation!
==================================

.. image:: ../assets/logo_round.png
   :align: center
   :scale: 15 %
   :alt: LPSpline Logo


Getting Started
---------------

**lpspline** is a specialized convex regression package enabling the generation of constrained additive spline models via robust convex optimization.
The package will provide a user-friendly interface for the generation of constrained additive spline models.
Optimizer is based on ``cvxpy``


Installation
------------

.. code-block:: bash

   pip install lpspline



Dependencies
------------

The package requires the following dependencies:

.. code-block:: bash

   polars
   cvxpy
   pimpmyplot

They will be automatically installed when installing **lpspline**.



Contact
-------

For questions or suggestions, please contact me at maioliandrea0@gmail.com

My GitHub: https://github.com/clarkmaio

My Page: https://clarkmaio.github.io/




.. toctree::
   :maxdepth: 2
   :caption: Navigation:

   quickstart
   demo
   api