.. AUTO-GENERATED FILE -- DO NOT EDIT!

neurospin.eda.dimension_reduction
=================================

Module: :mod:`neurospin.eda.dimension_reduction`
------------------------------------------------
Inheritance diagram for ``nipy.neurospin.eda.dimension_reduction``:

.. inheritance-diagram:: nipy.neurospin.eda.dimension_reduction 
   :parts: 3

.. automodule:: nipy.neurospin.eda.dimension_reduction

.. currentmodule:: nipy.neurospin.eda.dimension_reduction

Classes
-------

:class:`MDS`
~~~~~~~~~~~~


.. autoclass:: MDS
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`NLDR`
~~~~~~~~~~~~~


.. autoclass:: NLDR
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`PCA`
~~~~~~~~~~~~


.. autoclass:: PCA
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`eps_Isomap`
~~~~~~~~~~~~~~~~~~~


.. autoclass:: eps_Isomap
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`knn_Isomap`
~~~~~~~~~~~~~~~~~~~


.. autoclass:: knn_Isomap
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`knn_LE`
~~~~~~~~~~~~~~~


.. autoclass:: knn_LE
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

:class:`knn_LPP`
~~~~~~~~~~~~~~~~


.. autoclass:: knn_LPP
  :members:
  :undoc-members:
  :show-inheritance:
  :inherited-members:

  .. automethod:: __init__

Functions
---------


.. autofunction:: nipy.neurospin.eda.dimension_reduction.CCA


.. autofunction:: nipy.neurospin.eda.dimension_reduction.Euclidian_distance


.. autofunction:: nipy.neurospin.eda.dimension_reduction.Euclidian_mds


.. autofunction:: nipy.neurospin.eda.dimension_reduction.LE


.. autofunction:: nipy.neurospin.eda.dimension_reduction.LE_dev


.. autofunction:: nipy.neurospin.eda.dimension_reduction.LPP


.. autofunction:: nipy.neurospin.eda.dimension_reduction.Orthonormalize


.. autofunction:: nipy.neurospin.eda.dimension_reduction.check_isometry


.. autofunction:: nipy.neurospin.eda.dimension_reduction.infer_latent_dim


.. autofunction:: nipy.neurospin.eda.dimension_reduction.isomap


.. autofunction:: nipy.neurospin.eda.dimension_reduction.local_sym_normalize


.. autofunction:: nipy.neurospin.eda.dimension_reduction.mds


.. autofunction:: nipy.neurospin.eda.dimension_reduction.mds_embedding


.. autofunction:: nipy.neurospin.eda.dimension_reduction.mds_parameters


.. autofunction:: nipy.neurospin.eda.dimension_reduction.partial_floyd_graph


.. autofunction:: nipy.neurospin.eda.dimension_reduction.swiss_roll

