From 69bc0f6f2663bf3ef6180054aed6c180a8104249 Mon Sep 17 00:00:00 2001
From: Relintai <relintai@protonmail.com>
Date: Sun, 12 Feb 2023 17:38:05 +0100
Subject: [PATCH] Registered MLPPDualSVC to the ClassDB.

---
 mlpp/dual_svc/dual_svc.cpp |  3 +++
 mlpp/dual_svc/dual_svc.h   | 10 ++++++++--
 register_types.cpp         | 30 ++++++++++++++++--------------
 3 files changed, 27 insertions(+), 16 deletions(-)

diff --git a/mlpp/dual_svc/dual_svc.cpp b/mlpp/dual_svc/dual_svc.cpp
index 25dd006..34a091f 100644
--- a/mlpp/dual_svc/dual_svc.cpp
+++ b/mlpp/dual_svc/dual_svc.cpp
@@ -254,3 +254,6 @@ std::vector<std::vector<real_t>> MLPPDualSVC::kernel_functionm(std::vector<std::
 
 	return std::vector<std::vector<real_t>>();
 }
+
+void MLPPDualSVC::_bind_methods() {
+}
diff --git a/mlpp/dual_svc/dual_svc.h b/mlpp/dual_svc/dual_svc.h
index 80a81eb..02ea5e8 100644
--- a/mlpp/dual_svc/dual_svc.h
+++ b/mlpp/dual_svc/dual_svc.h
@@ -13,10 +13,14 @@
 
 #include "core/math/math_defs.h"
 
+#include "core/object/reference.h"
+
 #include <string>
 #include <vector>
 
-class MLPPDualSVC {
+class MLPPDualSVC : public Reference {
+	GDCLASS(MLPPDualSVC, Reference);
+
 public:
 	std::vector<real_t> model_set_test(std::vector<std::vector<real_t>> X);
 	real_t model_test(std::vector<real_t> x);
@@ -33,7 +37,7 @@ public:
 	MLPPDualSVC();
 	~MLPPDualSVC();
 
-private:
+protected:
 	void init();
 
 	real_t cost(std::vector<real_t> alpha, std::vector<std::vector<real_t>> X, std::vector<real_t> y);
@@ -51,6 +55,8 @@ private:
 	real_t kernel_functionv(std::vector<real_t> v, std::vector<real_t> u, std::string kernel);
 	std::vector<std::vector<real_t>> kernel_functionm(std::vector<std::vector<real_t>> U, std::vector<std::vector<real_t>> V, std::string kernel);
 
+	static void _bind_methods();
+
 	std::vector<std::vector<real_t>> _input_set;
 	std::vector<real_t> _output_set;
 	std::vector<real_t> _z;
diff --git a/register_types.cpp b/register_types.cpp
index 44f9e83..63f9f52 100644
--- a/register_types.cpp
+++ b/register_types.cpp
@@ -29,38 +29,39 @@ SOFTWARE.
 
 #include "mlpp/activation/activation.h"
 #include "mlpp/cost/cost.h"
+#include "mlpp/gauss_markov_checker/gauss_markov_checker.h"
+#include "mlpp/hypothesis_testing/hypothesis_testing.h"
+#include "mlpp/numerical_analysis/numerical_analysis.h"
 #include "mlpp/regularization/reg.h"
+#include "mlpp/stat/stat.h"
 #include "mlpp/transforms/transforms.h"
 #include "mlpp/utilities/utilities.h"
-#include "mlpp/stat/stat.h"
-#include "mlpp/numerical_analysis/numerical_analysis.h"
-#include "mlpp/hypothesis_testing/hypothesis_testing.h"
-#include "mlpp/gauss_markov_checker/gauss_markov_checker.h"
 
 #include "mlpp/hidden_layer/hidden_layer.h"
 #include "mlpp/multi_output_layer/multi_output_layer.h"
 #include "mlpp/output_layer/output_layer.h"
 
 #include "mlpp/auto_encoder/auto_encoder.h"
+#include "mlpp/exp_reg/exp_reg.h"
+#include "mlpp/gan/gan.h"
+#include "mlpp/gaussian_nb/gaussian_nb.h"
 #include "mlpp/kmeans/kmeans.h"
 #include "mlpp/knn/knn.h"
+#include "mlpp/lin_reg/lin_reg.h"
+#include "mlpp/log_reg/log_reg.h"
+#include "mlpp/mann/mann.h"
+#include "mlpp/mlp/mlp.h"
+#include "mlpp/multinomial_nb/multinomial_nb.h"
 #include "mlpp/outlier_finder/outlier_finder.h"
 #include "mlpp/pca/pca.h"
 #include "mlpp/probit_reg/probit_reg.h"
+#include "mlpp/softmax_net/softmax_net.h"
 #include "mlpp/softmax_reg/softmax_reg.h"
 #include "mlpp/svc/svc.h"
+#include "mlpp/tanh_reg/tanh_reg.h"
 #include "mlpp/uni_lin_reg/uni_lin_reg.h"
 #include "mlpp/wgan/wgan.h"
-#include "mlpp/tanh_reg/tanh_reg.h"
-#include "mlpp/softmax_net/softmax_net.h"
-#include "mlpp/mlp/mlp.h"
-#include "mlpp/multinomial_nb/multinomial_nb.h"
-#include "mlpp/mann/mann.h"
-#include "mlpp/log_reg/log_reg.h"
-#include "mlpp/lin_reg/lin_reg.h"
-#include "mlpp/gaussian_nb/gaussian_nb.h"
-#include "mlpp/gan/gan.h"
-#include "mlpp/exp_reg/exp_reg.h"
+#include "mlpp/dual_svc/dual_svc.h"
 
 #include "test/mlpp_tests.h"
 
@@ -104,6 +105,7 @@ void register_pmlpp_types(ModuleRegistrationLevel p_level) {
 		ClassDB::register_class<MLPPGaussianNB>();
 		ClassDB::register_class<MLPPGAN>();
 		ClassDB::register_class<MLPPExpReg>();
+		ClassDB::register_class<MLPPDualSVC>();
 
 		ClassDB::register_class<MLPPDataESimple>();
 		ClassDB::register_class<MLPPDataSimple>();