src.dimensionality_reduction.tsne
=================================

.. py:module:: src.dimensionality_reduction.tsne


Classes
-------

.. autoapisummary::

   src.dimensionality_reduction.tsne.TSNE


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

.. py:class:: TSNE(n_components: int = 3)

   Bases: :py:obj:`dimensionality_reduction.BaseDimensionalityReduction`


   Attributes:
   -----------
   n_components : int
       The number of principal components to compute.

   Methods:
   --------
   fit_transform(data: pd.DataFrame) -> pd.DataFrame:
       Fit the TSNE model to the data and transform it.


   .. py:attribute:: n_components


   .. py:attribute:: dim_reducer


   .. py:method:: fit_transform(embedding_method_name)