pyemma.coordinates.transform.PCA
================================

.. currentmodule:: pyemma.coordinates.transform

.. autoclass:: PCA

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~PCA.__init__
      ~PCA.describe
      ~PCA.dimension
      ~PCA.estimate
      ~PCA.fit
      ~PCA.fit_transform
      ~PCA.get_output
      ~PCA.get_params
      ~PCA.iterator
      ~PCA.n_chunks
      ~PCA.n_frames_total
      ~PCA.number_of_trajectories
      ~PCA.output_type
      ~PCA.parametrize
      ~PCA.partial_fit
      ~PCA.register_progress_callback
      ~PCA.set_params
      ~PCA.trajectory_length
      ~PCA.trajectory_lengths
      ~PCA.transform
      ~PCA.write_to_csv
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~PCA.chunksize
      ~PCA.cumvar
      ~PCA.data_producer
      ~PCA.default_chunksize
      ~PCA.eigenvalues
      ~PCA.eigenvectors
      ~PCA.feature_PC_correlation
      ~PCA.filenames
      ~PCA.in_memory
      ~PCA.is_random_accessible
      ~PCA.is_reader
      ~PCA.logger
      ~PCA.mean
      ~PCA.model
      ~PCA.name
      ~PCA.ndim
      ~PCA.ntraj
      ~PCA.ra_itraj_cuboid
      ~PCA.ra_itraj_jagged
      ~PCA.ra_itraj_linear
      ~PCA.ra_linear
      ~PCA.show_progress