mlpack
a scalable c++ machine learning library
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mlpack: src/mlpack/methods/local_coordinate_coding/lcc.hpp File Reference

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

Author:
Nishant Mehta

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

This file is part of mlpack 1.0.9.

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.