[mlpack-git] master: Merge pull request #694 from keonkim/imputer (7eec060)

[gitdub at mlpack.org]

Repository : https://github.com/mlpack/mlpack
On branch  : master
Link       : https://github.com/mlpack/mlpack/compare/ecbfd24defe31d9f39708c0b4c6ad352cd46ed5c...7eec0609aa21cb12aeed3cbcaa1e411dad0359f2

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

commit 7eec0609aa21cb12aeed3cbcaa1e411dad0359f2
Merge: ecbfd24 d043235
Author: Tham <thamngapwei at gmail.com>
Date:   Tue Jul 26 00:15:18 2016 +0800

    Merge pull request #694 from keonkim/imputer
    
    DatasetMapper & Imputer
    
    I think everything are fine now, thanks for the contributions :).


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

7eec0609aa21cb12aeed3cbcaa1e411dad0359f2
 src/mlpack/core/data/CMakeLists.txt                |   5 +-
 src/mlpack/core/data/dataset_info.hpp              | 114 ---------
 src/mlpack/core/data/dataset_info_impl.hpp         | 100 --------
 src/mlpack/core/data/dataset_mapper.hpp            | 164 +++++++++++++
 src/mlpack/core/data/dataset_mapper_impl.hpp       | 151 ++++++++++++
 .../data/imputation_methods}/CMakeLists.txt        |   8 +-
 .../data/imputation_methods/custom_imputation.hpp  |  77 ++++++
 .../data/imputation_methods/listwise_deletion.hpp  |  69 ++++++
 .../data/imputation_methods/mean_imputation.hpp    |  99 ++++++++
 .../data/imputation_methods/median_imputation.hpp  |  88 +++++++
 src/mlpack/core/data/imputer.hpp                   |  90 +++++++
 src/mlpack/core/data/load.hpp                      |  18 +-
 src/mlpack/core/data/load_arff.hpp                 |   4 +-
 src/mlpack/core/data/load_arff_impl.hpp            |   6 +-
 src/mlpack/core/data/load_impl.hpp                 |  51 +---
 .../data/map_policies}/CMakeLists.txt              |   4 +-
 src/mlpack/core/data/map_policies/datatype.hpp     |  28 +++
 .../core/data/map_policies/increment_policy.hpp    | 131 ++++++++++
 .../core/data/map_policies/missing_policy.hpp      | 151 ++++++++++++
 src/mlpack/methods/preprocess/CMakeLists.txt       |   2 +-
 .../methods/preprocess/preprocess_imputer_main.cpp | 174 ++++++++++++++
 src/mlpack/tests/CMakeLists.txt                    |   1 +
 src/mlpack/tests/imputation_test.cpp               | 266 +++++++++++++++++++++
 src/mlpack/tests/load_save_test.cpp                |   2 +
 24 files changed, 1521 insertions(+), 282 deletions(-)