.. _machine-learning:

Machine Learning Components
---------------------------



Intial Final Classification & Interpolation
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~


..  toctree::
    :maxdepth: 2

    machine_learning/initial_final_interp

    

Profile Interpolation
~~~~~~~~~~~~~~~~~~~~~

.. warning::

    This feature is experimental and may not be suited for scientific use. If you want to us this feature, please install the relevant dependencies with `pip install -e .[ml]`.

POSYDON support an experimental feature that allows the user to interpolate the final MESA profile of a supported binary MESA grid.


.. toctree::
    :maxdepth: 2

    machine_learning/ProfileInterpolator