mlpack: src/mlpack/methods/local_coordinate_coding/lcc.hpp File Reference

lcc.hpp File Reference

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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...


namespace  mlpack

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

namespace  mlpack::lcc

Detailed Description

Nishant Mehta

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

This file is part of mlpack 1.0.12.

mlpack is free software; you may redstribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see for more information.

Definition in file lcc.hpp.