:orphan:

:py:mod:`anchor_python_visualization.projection.projector`
==========================================================

.. py:module:: anchor_python_visualization.projection.projector

.. autoapi-nested-parse::

   Abstract base class for projection method.



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

Classes
~~~~~~~

.. autoapisummary::

   anchor_python_visualization.projection.projector.Projector




.. py:class:: Projector


   Bases: :py:obj:`abc.ABC`

   Projects the feature-space to lower dimensionality.

   .. py:method:: project(features: pandas.DataFrame) -> pandas.DataFrame

      Performs projection, while preserving a data-frame with identical row names.

      :param features: data_frame containing only numerical embeddings (as columns) and with labelled
      :param row.names:

      :returns: a data-frame of embeddings with identical order and row names, but changed columns.