# lcc.hpp File Reference

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## Classes | |

class | mlpack::lcc::LocalCoordinateCoding< DictionaryInitializer > |

An implementation of Local Coordinate Coding (LCC) that codes data which approximately lives on a manifold using a variation of l1-norm regularized sparse coding; in LCC, the penalty on the absolute value of each point's coefficient for each atom is weighted by the squared distance of that point to that atom. More... | |

## Namespaces | |

namespace | mlpack |

Linear algebra utility functions, generally performed on matrices or vectors. | |

namespace | mlpack::lcc |

## Detailed Description

Definition of the LocalCoordinateCoding class, which performs the Local Coordinate Coding algorithm.

This file is part of mlpack 1.0.8.

mlpack is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

mlpack is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details (LICENSE.txt).

You should have received a copy of the GNU General Public License along with mlpack. If not, see <http://www.gnu.org/licenses/>.

Definition in file lcc.hpp.

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