#include <mlpack/prereqs.hpp>#include <mlpack/methods/lars/lars.hpp>#include "../sparse_coding/nothing_initializer.hpp"#include "../sparse_coding/data_dependent_random_initializer.hpp"#include "../sparse_coding/random_initializer.hpp"#include "lcc_impl.hpp"
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Classes | |
| class | mlpack::lcc::LocalCoordinateCoding |
| 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 | |
| mlpack | |
| Linear algebra utility functions, generally performed on matrices or vectors. | |
Detailed Description
Definition of the LocalCoordinateCoding class, which performs the Local Coordinate Coding algorithm.
mlpack is free software; you may redistribute 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 http://www.opensource.org/licenses/BSD-3-Clause for more information.
