From 63d8dbf6760dbc3ecd6b3f324456c88d7ffbb656 Mon Sep 17 00:00:00 2001
From: Relintai <relintai@protonmail.com>
Date: Fri, 28 Apr 2023 19:28:53 +0200
Subject: [PATCH] Tweaks to MLPPUniLinReg.

---
 mlpp/uni_lin_reg/uni_lin_reg.cpp | 6 +++---
 mlpp/uni_lin_reg/uni_lin_reg.h   | 8 ++++----
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/mlpp/uni_lin_reg/uni_lin_reg.cpp b/mlpp/uni_lin_reg/uni_lin_reg.cpp
index 38f82cb..721d08a 100644
--- a/mlpp/uni_lin_reg/uni_lin_reg.cpp
+++ b/mlpp/uni_lin_reg/uni_lin_reg.cpp
@@ -43,7 +43,7 @@ void MLPPUniLinReg::set_b1(const real_t val) {
 	_b1 = val;
 }
 
-void MLPPUniLinReg::fit() {
+void MLPPUniLinReg::train() {
 	ERR_FAIL_COND(!_input_set.is_valid() || !_output_set.is_valid());
 
 	MLPPStat estimator;
@@ -66,7 +66,7 @@ MLPPUniLinReg::MLPPUniLinReg(const Ref<MLPPVector> &p_input_set, const Ref<MLPPV
 	_input_set = p_input_set;
 	_output_set = p_output_set;
 
-	fit();
+	train();
 }
 
 MLPPUniLinReg::MLPPUniLinReg() {
@@ -93,7 +93,7 @@ void MLPPUniLinReg::_bind_methods() {
 	ClassDB::bind_method(D_METHOD("set_b1", "val"), &MLPPUniLinReg::set_b1);
 	ADD_PROPERTY(PropertyInfo(Variant::REAL, "b1"), "set_b1", "get_b1");
 
-	ClassDB::bind_method(D_METHOD("fit"), &MLPPUniLinReg::fit);
+	ClassDB::bind_method(D_METHOD("train"), &MLPPUniLinReg::train);
 
 	ClassDB::bind_method(D_METHOD("model_set_test", "x"), &MLPPUniLinReg::model_set_test);
 	ClassDB::bind_method(D_METHOD("model_test", "x"), &MLPPUniLinReg::model_test);
diff --git a/mlpp/uni_lin_reg/uni_lin_reg.h b/mlpp/uni_lin_reg/uni_lin_reg.h
index 6657498..9d4f5e8 100644
--- a/mlpp/uni_lin_reg/uni_lin_reg.h
+++ b/mlpp/uni_lin_reg/uni_lin_reg.h
@@ -10,13 +10,13 @@
 
 #include "core/math/math_defs.h"
 
-#include "core/object/reference.h"
+#include "core/object/resource.h"
 
 #include "../lin_alg/mlpp_matrix.h"
 #include "../lin_alg/mlpp_vector.h"
 
-class MLPPUniLinReg : public Reference {
-	GDCLASS(MLPPUniLinReg, Reference);
+class MLPPUniLinReg : public Resource {
+	GDCLASS(MLPPUniLinReg, Resource);
 
 public:
 	Ref<MLPPVector> get_input_set() const;
@@ -31,7 +31,7 @@ public:
 	real_t get_b1() const;
 	void set_b1(const real_t val);
 
-	void fit();
+	void train();
 
 	Ref<MLPPVector> model_set_test(const Ref<MLPPVector> &x);
 	real_t model_test(real_t x);