Regulaization

Started on regulaization in Loss.h. I need to refactor the matsum.h since I need a total sum over the matrix. Also matmul needs a elementwise matmul function, which is the next this in the ragulaization
2026-01-03 22:10:50 +01:00
parent 32ba0518fa
commit 48f329feef
17 changed files with 881 additions and 510 deletions
@@ -7,6 +7,20 @@

 namespace numerics{
 	
+	template <typename T>
+	T matsum_coeff(const utils::Matrix<T>& A) {
+
+		T b;
+
+		for (uint64_t i = 0; i < A.cols(); ++i){
+			for (uint64_t j = 0; j < A.rows(); ++j){
+				b += A(i, j); 
+			}
+		}
+		return b;
+	}
+
+
 	template <typename T>
 	utils::Vector<T> matsum(const utils::Matrix<T>& A, std::string method) {