diff --git a/mlpp/c_log_log_reg/c_log_log_reg.cpp b/mlpp/c_log_log_reg/c_log_log_reg.cpp
index 9f3e294..c932279 100644
--- a/mlpp/c_log_log_reg/c_log_log_reg.cpp
+++ b/mlpp/c_log_log_reg/c_log_log_reg.cpp
@@ -248,3 +248,6 @@ void MLPPCLogLogReg::forward_pass() {
 	_z = propagatem(_input_set);
 	_y_hat = avn.cloglog(_z);
 }
+
+void MLPPCLogLogReg::_bind_methods() {
+}
diff --git a/mlpp/c_log_log_reg/c_log_log_reg.h b/mlpp/c_log_log_reg/c_log_log_reg.h
index 948b4f9..57f547c 100644
--- a/mlpp/c_log_log_reg/c_log_log_reg.h
+++ b/mlpp/c_log_log_reg/c_log_log_reg.h
@@ -10,10 +10,14 @@
 
 #include "core/math/math_defs.h"
 
+#include "core/object/reference.h"
+
 #include <string>
 #include <vector>
 
-class MLPPCLogLogReg {
+class MLPPCLogLogReg : public Reference {
+	GDCLASS(MLPPCLogLogReg, 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);
@@ -30,7 +34,7 @@ public:
 	MLPPCLogLogReg();
 	~MLPPCLogLogReg();
 
-private:
+protected:
 	void weight_initialization(int k);
 	void bias_initialization();
 
@@ -44,6 +48,8 @@ private:
 
 	void forward_pass();
 
+	static void _bind_methods();
+
 	std::vector<std::vector<real_t>> _input_set;
 	std::vector<real_t> _output_set;
 	std::vector<real_t> _y_hat;
diff --git a/register_types.cpp b/register_types.cpp
index 442ba21..913dc44 100644
--- a/register_types.cpp
+++ b/register_types.cpp
@@ -63,6 +63,7 @@ SOFTWARE.
 #include "mlpp/tanh_reg/tanh_reg.h"
 #include "mlpp/uni_lin_reg/uni_lin_reg.h"
 #include "mlpp/wgan/wgan.h"
+#include "mlpp/c_log_log_reg/c_log_log_reg.h"
 
 #include "test/mlpp_tests.h"
 
@@ -108,6 +109,7 @@ void register_pmlpp_types(ModuleRegistrationLevel p_level) {
 		ClassDB::register_class<MLPPGAN>();
 		ClassDB::register_class<MLPPExpReg>();
 		ClassDB::register_class<MLPPDualSVC>();
+		ClassDB::register_class<MLPPCLogLogReg>();
 
 		ClassDB::register_class<MLPPDataESimple>();
 		ClassDB::register_class<MLPPDataSimple>();