.. vim: set fileencoding=utf-8 : .. Andre Anjos .. Fri 13 Dec 2013 12:50:06 CET .. .. Copyright (C) 2011-2014 Idiap Research Institute, Martigny, Switzerland .. _bob.learn.linear: ================================== Bob Linear Machines and Trainers ================================== .. todolist:: This package includes the definition of a linear machine, which is capable of either projecting the input data into maximally spread representations, linearly, or providing linear separation planes for multi-class data samples. The package includes the machine definition *per se* and a selection of different trainers for specialized purposes: * Principal Component Analysis * Fisher's Linear Discriminant Analysis * (Conjugate Gradient) Logistic Regression * Whitening filter * Within-class covariance normalization (WCCN) Documentation ------------- .. toctree:: :maxdepth: 2 guide py_api c_cpp_api Indices and tables ------------------ * :ref:`genindex` * :ref:`modindex` * :ref:`search` .. include:: links.rst