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Ml.hpp
1 /*
2  * Ml.hpp
3  *
4  * Copyright 2018 Fernando Pujaico Rivera <fernando.pujaico.rivera@gmail.com>
5  *
6  * This program is free software; you can redistribute it and/or modify
7  * it under the terms of the GNU General Public License as published by
8  * the Free Software Foundation; either version 2 of the License, or
9  * (at your option) any later version.
10  *
11  * This program is distributed in the hope that it will be useful,
12  * but WITHOUT ANY WARRANTY; without even the implied warranty of
13  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14  * GNU General Public License for more details.
15  *
16  * You should have received a copy of the GNU General Public License
17  * along with this program; if not, write to the Free Software
18  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
19  * MA 02110-1301, USA.
20  *
21  */
22 
40 #ifndef __PDS_ML_HPP__
41 #define __PDS_ML_HPP__
42 
43 #include <Pds/MlDefines>
44 #include <Pds/MlTools>
45 #include <Pds/IterationConf>
46 #include <Pds/ClassificationMetrics>
47 #include <Pds/ConfusionMatrix>
48 #include <Pds/DataGMM>
49 #include <Pds/DataSetBlock>
50 #include <Pds/DataSetIndices>
51 #include <Pds/DataErrorCurve>
52 #include <Pds/FuncDataSetLoad>
53 #include <Pds/FuncKernel>
54 #include <Pds/FuncProbability>
55 #include <Pds/FuncClusteringKmeans>
56 #include <Pds/FuncClusteringGMM>
57 #include <Pds/FuncLogisticModel>
58 #include <Pds/FuncLinearModel>
59 #include <Pds/FuncDataSet>
60 #include <Pds/FuncClassificationMultiple>
61 #include <Pds/FuncRegressionMultiple>
62 
63 #include <Pds/Perceptron>
64 #include <Pds/EnsemblePerceptron>
65 #include <Pds/EnsembleDecisionTree>
66 #include <Pds/KmeansPerceptron>
67 #include <Pds/KmeansPredictor>
68 #include <Pds/Predictor>
69 #include <Pds/DecisionTree>
70 
71 #include <Pds/PCA>
72 #include <Pds/LDA>
73 #include <Pds/LDC>
74 #include <Pds/QDC>
75 #include <Pds/PWC>
76 #include <Pds/NBGMM>
77 
78 
79 #include <Pds/KmeansNn>
80 #include <Pds/MncKnn>
81  // end of ClassificatorGroup
92  // end of ClassificatorMultipleGroup
99  // end of ClassificatorMultipleNPGroup
106 
107  // FuncClassificatorAllGroup
114  // end of PredictorGroup
130 
131  // FuncPredictorAllGroup
138 
139  // end of ClusteringAllGroup
153  // FuncDataSetAllGroup
168 
169  // DataStructVariosAllGroup
176  // end of LibraryAllGroup
185 
186  // end of DimensionReductorAllGroup
192 
193 
194  // FuncDataSetAllGroup
200 
201 
202 
203 
204 
205 #endif /* __PDS_ML_HPP__ */
206 
207 

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