[mlpack-git] [mlpack] implement a framework for manifold learning (#439)

[Shangtong Zhang]

include Isomap, LLE, LE and MDS
You can view, comment on, or merge this pull request online at:

  https://github.com/mlpack/mlpack/pull/439

-- Commit Summary --

  * implement a framework for manifold learning

-- File Changes --

    M src/mlpack/methods/CMakeLists.txt (2)
    A src/mlpack/methods/manifold_learning/eigen_solver/laplacian_solver.hpp (52)
    A src/mlpack/methods/manifold_learning/eigen_solver/standard_solver.hpp (61)
    A src/mlpack/methods/manifold_learning/eigenmap_rule/standard_eigenmap.hpp (116)
    A src/mlpack/methods/manifold_learning/extended_kernel/isomap_extended_kernel.hpp (146)
    A src/mlpack/methods/manifold_learning/extended_kernel/le_extended_kernel.hpp (139)
    A src/mlpack/methods/manifold_learning/extended_kernel/lle_extended_kernel.hpp (123)
    A src/mlpack/methods/manifold_learning/extended_kernel/mds_extended_kernel.hpp (133)
    A src/mlpack/methods/manifold_learning/manifold_learning.hpp (265)
    A src/mlpack/methods/manifold_learning/shortest_path/dijkstra.hpp (125)
    A src/mlpack/methods/manifold_learning/shortest_path/floyd_ warshall.hpp (65)
    A src/mlpack/methods/manifold_learning/similarity_rule/epsilon_similarity.hpp (234)
    A src/mlpack/methods/manifold_learning/similarity_rule/k_similarity.hpp (223)
    A src/mlpack/methods/manifold_learning/transform_rule/isomap_transform.hpp (67)
    A src/mlpack/methods/manifold_learning/transform_rule/le_transform.hpp (92)
    A src/mlpack/methods/manifold_learning/transform_rule/lle_transform.hpp (72)
    A src/mlpack/methods/manifold_learning/transform_rule/mds_transform.hpp (56)
    M src/mlpack/tests/CMakeLists.txt (1)
    A src/mlpack/tests/data/swissroll.dat (400)
    A src/mlpack/tests/manifold_learning_test.cpp (264)

-- Patch Links --

https://github.com/mlpack/mlpack/pull/439.patch
https://github.com/mlpack/mlpack/pull/439.diff

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