:py:mod:`evomap.mapping.evomap`
===============================

.. py:module:: evomap.mapping.evomap


Submodules
----------
.. toctree::
   :titlesonly:
   :maxdepth: 1

   _core/index.rst
   _evomds/index.rst
   _evosammon/index.rst
   _evotsne/index.rst
   setup/index.rst


Package Contents
----------------

Classes
~~~~~~~

.. autoapisummary::

   evomap.mapping.evomap.EvoMDS
   evomap.mapping.evomap.EvoTSNE
   evomap.mapping.evomap.EvoSammon




.. py:class:: EvoMDS(alpha=0, p=1, n_dims=2, n_iter=2000, n_iter_check=50, init=None, mds_type='absolute', verbose=0, input_type='distance', max_halves=5, tol=0.001, n_inits=1, step_size=1, max_tries=5)


   Bases: :py:obj:`evomap.mapping.evomap._core.EvoMap`

   EvoMap Interface. Implements default functions shared by all
   implementation in its child classes.

   .. py:method:: fit(Xs, inclusions=None)


   .. py:method:: fit_transform(Xs, inclusions=None)



.. py:class:: EvoTSNE(alpha=0, p=1, n_dims=2, perplexity=15, stop_lying_iter=250, early_exaggeration=4, eta='auto', initial_momentum=0.5, final_momentum=0.8, n_iter=2000, n_iter_check=50, init=None, verbose=0, input_type='distance', max_halves=5, tol=0.001, n_inits=1, max_tries=5)


   Bases: :py:obj:`evomap.mapping.evomap._core.EvoMap`

   EvoMap Interface. Implements default functions shared by all
   implementation in its child classes.

   .. py:method:: fit(Xs, inclusions=None)


   .. py:method:: fit_transform(Xs, inclusions=None)



.. py:class:: EvoSammon(alpha=0, p=1, n_dims=2, n_iter=2000, n_iter_check=50, init=None, verbose=0, input_type='distance', max_halves=5, tol=0.001, n_inits=1, step_size=1, max_tries=5)


   Bases: :py:obj:`evomap.mapping.evomap._core.EvoMap`

   EvoMap Interface. Implements default functions shared by all
   implementation in its child classes.

   .. py:method:: fit(Xs, inclusions=None)


   .. py:method:: fit_transform(Xs, inclusions=None)