parker is being stupid (stats)

.idea/vcs.xml

@@ -2,6 +2,8 @@
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   <component name="VcsDirectoryMappings">
     <mapping directory="" vcs="Git" />
+    <mapping directory="$PROJECT_DIR$/build/_deps/freetype-src" vcs="Git" />
+    <mapping directory="$PROJECT_DIR$/build/_deps/implot-src" vcs="Git" />
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@@ -21,6 +23,10 @@
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+    <mapping directory="$PROJECT_DIR$/cmake-build-emscript/_deps/freetype-src" vcs="Git" />
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+    <mapping directory="$PROJECT_DIR$/cmake-build-emscript/_deps/implot-src" vcs="Git" />
     <mapping directory="$PROJECT_DIR$/cmake-build-release/_deps/freetype-src" vcs="Git" />
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     <mapping directory="$PROJECT_DIR$/cmake-build-release/_deps/freetype_git-src" vcs="Git" />

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CMakeLists.txt

@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.25)
-project(COSC-4P80-Assignment-3 VERSION 0.0.30)
+project(COSC-4P80-Assignment-3 VERSION 0.0.31)
 include(FetchContent)
 
 option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)

include/assign3/manager.h

@@ -109,6 +109,7 @@ namespace assign3
             blt::i32 som_height = 5;
             blt::i32 max_epochs = 2000;
             Scalar initial_learn_rate = 1;
+            Scalar user_rbf_scale = 1;
             
             int currently_selected_network = 0;
             int selected_som_mode = 0;

include/assign3/som.h

@@ -40,7 +40,7 @@ namespace assign3
 
         Scalar find_closest_neighbour_distance(blt::size_t v0);
 
-        void train_epoch(Scalar initial_learn_rate);
+        Scalar train_epoch(Scalar initial_learn_rate, Scalar user_scale = 1);
 
         blt::vec2 get_topological_position(const std::vector<Scalar>& data);
 
@@ -48,9 +48,9 @@ namespace assign3
 
         Scalar quantization_error();
 
-        void compute_errors();
+        Scalar compute_errors(Scalar user_scale = 1);
 
-        void compute_neuron_activations(Scalar distance = 2, Scalar activation = 0.5);
+        Scalar compute_neuron_activations(Scalar user_scale = 1, Scalar distance = 2, Scalar activation = 0.5);
 
         void write_activations(std::ostream& out);