--- /dev/null
+
+///////////////////////////////////////////////////////////////////////////
+// This program is free software: you can redistribute it and/or modify //
+// it under the terms of the version 3 of the GNU General Public License //
+// as published by the Free Software Foundation. //
+// //
+// This program is distributed in the hope that it will be useful, but //
+// WITHOUT ANY WARRANTY; without even the implied warranty of //
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU //
+// General Public License for more details. //
+// //
+// You should have received a copy of the GNU General Public License //
+// along with this program. If not, see <http://www.gnu.org/licenses/>. //
+// //
+// Written by Francois Fleuret, (C) IDIAP //
+// Contact <francois.fleuret@idiap.ch> for comments & bug reports //
+///////////////////////////////////////////////////////////////////////////
+
+#ifndef SAMPLE_SET_H
+#define SAMPLE_SET_H
+
+#include "pose_cell.h"
+#include "pi_feature_family.h"
+#include "shared_responses.h"
+
+class SampleSet {
+ int _nb_features;
+ int _nb_samples;
+ SharedResponses *_shared_feature_values;
+ scalar_t **_feature_values;
+ int *_labels;
+
+public:
+
+ inline int nb_samples() { return _nb_samples; }
+ inline int nb_features() { return _nb_features; }
+
+ inline int label(int n_sample) {
+ ASSERT(n_sample >= 0 && n_sample < _nb_samples);
+ return _labels[n_sample];
+ }
+
+ inline scalar_t feature_value(int n_sample, int n_feature) {
+ ASSERT(n_sample >= 0 && n_sample < _nb_samples &&
+ n_feature >= 0 && n_feature < _nb_features);
+ ASSERT(!isnan(_feature_values[n_sample][n_feature]));
+ return _feature_values[n_sample][n_feature];
+ }
+
+ SampleSet(int nb_features, int nb_samples);
+ SampleSet(SampleSet *father, int nb, int *indexes);
+
+ ~SampleSet();
+
+ void set_sample(int n,
+ PiFeatureFamily *pi_feature_family,
+ RichImage *image,
+ PoseCell *cell,
+ int label);
+};
+
+#endif