[mlpack-git] master: Merge branch 'ip' of https://github.com/stephentu/mlpack into stephentu-ip (aaf7249)

[gitdub at big.cc.gt.atl.ga.us]

Repository : https://github.com/mlpack/mlpack

On branch  : master
Link       : https://github.com/mlpack/mlpack/compare/bb6e5c56aab07e6449d86021246b52a9e323f3a0...bd6cb33f8d8270b02a84e81e38727679bb6c319a

>---------------------------------------------------------------

commit aaf724919e693467b17616316b491e56c149d7a1
Merge: bb6e5c5 8b97a08
Author: Ryan Curtin <ryan at ratml.org>
Date:   Mon Feb 2 11:03:38 2015 -0500

    Merge branch 'ip' of https://github.com/stephentu/mlpack into stephentu-ip


>---------------------------------------------------------------

aaf724919e693467b17616316b491e56c149d7a1
 src/mlpack/core/math/CMakeLists.txt                |   1 +
 src/mlpack/core/math/lin_alg.cpp                   |  87 +++
 src/mlpack/core/math/lin_alg.hpp                   |  46 ++
 src/mlpack/core/math/lin_alg_impl.hpp              |  23 +
 src/mlpack/core/optimizers/CMakeLists.txt          |   2 +-
 src/mlpack/core/optimizers/lrsdp/CMakeLists.txt    |  13 -
 .../core/optimizers/lrsdp/lrsdp_function.cpp       | 193 -------
 .../core/optimizers/lrsdp/lrsdp_function.hpp       | 166 ------
 .../core/optimizers/{sgd => sdp}/CMakeLists.txt    |  12 +-
 .../core/optimizers/{lrsdp => sdp}/lrsdp.hpp       |  50 +-
 src/mlpack/core/optimizers/sdp/lrsdp_function.hpp  | 124 ++++
 .../core/optimizers/sdp/lrsdp_function_impl.hpp    | 226 ++++++++
 .../{lrsdp/lrsdp.cpp => sdp/lrsdp_impl.hpp}        |  26 +-
 src/mlpack/core/optimizers/sdp/primal_dual.hpp     | 133 +++++
 .../core/optimizers/sdp/primal_dual_impl.hpp       | 455 +++++++++++++++
 src/mlpack/core/optimizers/sdp/sdp.hpp             | 116 ++++
 src/mlpack/core/optimizers/sdp/sdp_impl.hpp        |  71 +++
 .../matrix_completion/matrix_completion.cpp        |   2 +-
 .../matrix_completion/matrix_completion.hpp        |   9 +-
 src/mlpack/methods/mvu/mvu.cpp                     |   4 +-
 src/mlpack/tests/CMakeLists.txt                    |   1 +
 src/mlpack/tests/data/r10.txt                      |  10 +
 src/mlpack/tests/lin_alg_test.cpp                  |  99 ++++
 src/mlpack/tests/lrsdp_test.cpp                    |  24 +-
 src/mlpack/tests/sdp_primal_dual_test.cpp          | 622 +++++++++++++++++++++
 src/mlpack/tests/to_string_test.cpp                |   4 +-
 26 files changed, 2087 insertions(+), 432 deletions(-)

diff --cc src/mlpack/core/optimizers/sdp/lrsdp_impl.hpp
index cff6d0c,f3b1c35..1bb4c1b
--- a/src/mlpack/core/optimizers/sdp/lrsdp_impl.hpp
+++ b/src/mlpack/core/optimizers/sdp/lrsdp_impl.hpp
@@@ -18,9 -21,10 +21,10 @@@ LRSDP<SDPType>::LRSDP(const size_t numS
      augLag(function)
  { }
  
- double LRSDP::Optimize(arma::mat& coordinates)
+ template <typename SDPType>
+ double LRSDP<SDPType>::Optimize(arma::mat& coordinates)
  {
 -  augLag.Sigma() = 20;
 +  augLag.Sigma() = 10;
    augLag.Optimize(coordinates, 1000);
  
    return augLag.Function().Evaluate(coordinates);