[mlpack-git] [mlpack/mlpack] Nonlinear conjugate gradient. (#604)

[ranjan]

It is not ready to merge. I want some initial review feedback. 
Here I have not assumed the objective function is  the sum of many other function. 

You can view, comment on, or merge this pull request online at:

  https://github.com/mlpack/mlpack/pull/604

-- Commit Summary --

  * nonlinear conjugate gradient added
  * test conjugate gradient added

-- File Changes --

    M src/mlpack/core/optimizers/CMakeLists.txt (1)
    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)
    M src/mlpack/tests/CMakeLists.txt (1)
    A src/mlpack/tests/nonlinearCG_test.cpp (56)

-- Patch Links --

https://github.com/mlpack/mlpack/pull/604.patch
https://github.com/mlpack/mlpack/pull/604.diff

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