Nearly complete implementation of interaction.

Interaction still does not work due to signals not being correctly emitted.

1 files changed, 31 insertions, 0 deletions

diff --git a/interactionhandler.cpp b/interactionhandler.cpp
new file mode 100644
index 0000000..fab3c75
--- /dev/null
+++ b/interactionhandler.cpp
@@ -0,0 +1,31 @@
+#include "interactionhandler.h"
+
+#include "mp.h"
+
+InteractionHandler::InteractionHandler(const arma::mat &X,
+                                       const arma::vec &labels,
+                                       const arma::uvec &sampleIndices)
+    : m_X(X)
+    , m_labels(labels)
+    , m_sampleIndices(sampleIndices)
+    , m_technique(TECHNIQUE_LAMP)
+{
+}
+
+void InteractionHandler::setSubsample(const arma::mat &Ys)
+{
+    arma::mat embedding(m_X.n_rows, Ys.n_cols);
+    switch (m_technique) {
+    case TECHNIQUE_PLMP:
+    case TECHNIQUE_LSP:
+    case TECHNIQUE_LAMP:
+        embedding = mp::lamp(m_X, m_sampleIndices, Ys);
+        break;
+    }
+
+    arma::mat Y(embedding.n_rows, embedding.n_cols);
+    Y.cols(0, embedding.n_cols - 1) = embedding;
+    Y.col(Y.n_cols - 1) = m_labels;
+
+    emit subsampleChanged(Y);
+}