[mlpack-git] [mlpack/mlpack] Parallel SGD & Nonlinear Conjugate Gradient Method added. (#601)

[ranjan]

Please review this PR.
You can view, comment on, or merge this pull request online at:

  https://github.com/mlpack/mlpack/pull/601

-- Commit Summary --

  * parallel_sgd and cg added
  * test of parallel_sgd and nonlinear cg added
  * implementation of nonlinear conjugate gradient added; not fully documented ,minor style change required
  * implementation of parallel sgd added; Minor style change required
  * test for parallel_sgd and nonlinear cg

-- File Changes --

    M src/mlpack/core/optimizers/CMakeLists.txt (2)
    A src/mlpack/core/optimizers/cg/CMakeLists.txt (13)
    A src/mlpack/core/optimizers/cg/cg.hpp (51)
    A src/mlpack/core/optimizers/cg/cg_impl.hpp (110)
    A src/mlpack/core/optimizers/cg/test_function.cpp (67)
    A src/mlpack/core/optimizers/cg/test_function.hpp (109)
    A src/mlpack/core/optimizers/parallel_sgd/CMakeLists.txt (13)
    A src/mlpack/core/optimizers/parallel_sgd/sgdp.hpp (85)
    A src/mlpack/core/optimizers/parallel_sgd/sgdp_impl.hpp (131)
    A src/mlpack/core/optimizers/parallel_sgd/sgdp_impl_temp.hpp (142)
    A src/mlpack/core/optimizers/parallel_sgd/test_function.cpp (87)
    A src/mlpack/core/optimizers/parallel_sgd/test_function.hpp (67)
    M src/mlpack/tests/CMakeLists.txt (2)
    A src/mlpack/tests/nonlinearCG_test.cpp (56)
    A src/mlpack/tests/parallel_sgd_test.cpp (78)

-- Patch Links --

https://github.com/mlpack/mlpack/pull/601.patch
https://github.com/mlpack/mlpack/pull/601.diff

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