Fixed remaining errors and added everything to the build.

SCsub

@@ -6,6 +6,46 @@ module_env = env.Clone()
 
 sources = [
     "register_types.cpp",
+
+    "mlpp/activation/activation.cpp",
+    "mlpp/ann/ann.cpp",
+    "mlpp/auto_encoder/auto_encoder.cpp",
+    "mlpp/bernoulli_nb/bernoulli_nb.cpp",
+    "mlpp/c_log_log_reg/c_log_log_reg.cpp",
+    "mlpp/convolutions/convolutions.cpp",
+    "mlpp/cost/cost.cpp",
+    "mlpp/data/data.cpp",
+    "mlpp/dual_svc/dual_svc.cpp",
+    "mlpp/exp_reg/exp_reg.cpp",
+    "mlpp/gan/gan.cpp",
+    "mlpp/gaussian_nb/gaussian_nb.cpp",
+    "mlpp/gauss_markov_checker/gauss_markov_checker.cpp",
+    "mlpp/hidden_layer/hidden_layer.cpp",
+    "mlpp/hypothesis_testing/hypothesis_testing.cpp",
+    "mlpp/kmeans/kmeans.cpp",
+    "mlpp/knn/knn.cpp",
+    "mlpp/lin_alg/lin_alg.cpp",
+    "mlpp/lin_reg/lin_reg.cpp",
+    "mlpp/log_reg/log_reg.cpp",
+    "mlpp/mann/mann.cpp",
+    "mlpp/mlp/mlp.cpp",
+    "mlpp/multinomial_nb/multinomial_nb.cpp",
+    "mlpp/multi_output_layer/multi_output_layer.cpp",
+    "mlpp/numerical_analysis/numerical_analysis.cpp",
+    "mlpp/outlier_finder/outlier_finder.cpp",
+    "mlpp/output_layer/output_layer.cpp",
+    "mlpp/pca/pca.cpp",
+    "mlpp/probit_reg/probit_reg.cpp",
+    "mlpp/regularization/reg.cpp",
+    "mlpp/softmax_net/softmax_net.cpp",
+    "mlpp/softmax_reg/softmax_reg.cpp",
+    "mlpp/stat/stat.cpp",
+    "mlpp/svc/svc.cpp",
+    "mlpp/tanh_reg/tanh_reg.cpp",
+    "mlpp/transforms/transforms.cpp",
+    "mlpp/uni_lin_reg/uni_lin_reg.cpp",
+    "mlpp/utilities/utilities.cpp",
+    "mlpp/wgan/wgan.cpp",
 ]
 
 

mlpp/ann/ann.h

@@ -7,8 +7,8 @@
 //  Created by Marc Melikyan on 11/4/20.
 //
 
-#include "hidden_layer/hidden_layer.h"
-#include "output_layer/output_layer.h"
+#include "../hidden_layer/hidden_layer.h"
+#include "../output_layer/output_layer.h"
 
 #include <string>
 #include <tuple>

mlpp/convolutions/convolutions.h

@@ -3,6 +3,7 @@
 #define MLPP_CONVOLUTIONS_H
 
 #include <vector>
+#include <string>
 
 namespace MLPP {
 class Convolutions {

mlpp/cost/cost.cpp

@@ -4,7 +4,7 @@
 //  Created by Marc Melikyan on 1/16/21.
 //
 
-#include "cost.hpp"
+#include "cost.h"
 #include "../lin_alg/lin_alg.h"
 #include "../regularization/reg.h"
 #include <cmath>

mlpp/data/data.cpp

@@ -5,7 +5,7 @@
 //  Created by Marc Melikyan on 11/4/20.
 //
 
-#include "data.hpp"
+#include "data.h"
 #include "../lin_alg/lin_alg.h"
 #include "../softmax_net/softmax_net.h"
 #include "../stat/stat.h"

mlpp/lin_alg/lin_alg.cpp

@@ -4,7 +4,7 @@
 //  Created by Marc Melikyan on 1/8/21.
 //
 
-#include "lin_alg.hpp"
+#include "lin_alg.h"
 #include "../stat/stat.h"
 #include <cmath>
 #include <iostream>

mlpp/lin_reg/lin_reg.cpp

@@ -184,12 +184,13 @@ void LinReg::normalEquation() {
 		x_means[i] = (stat.mean(inputSetT[i]));
 	}
 
-	try {
+	//try {
 		std::vector<double> temp;
 		temp.resize(k);
 		temp = alg.mat_vec_mult(alg.inverse(alg.matmult(alg.transpose(inputSet), inputSet)), alg.mat_vec_mult(alg.transpose(inputSet), outputSet));
 		if (std::isnan(temp[0])) {
-			throw 99;
+			//throw 99;
+			//TODO ERR_FAIL_COND
 		} else {
 			if (reg == "Ridge") {
 				weights = alg.mat_vec_mult(alg.inverse(alg.addition(alg.matmult(alg.transpose(inputSet), inputSet), alg.scalarMultiply(lambda, alg.identity(k)))), alg.mat_vec_mult(alg.transpose(inputSet), outputSet));
@@ -201,9 +202,9 @@ void LinReg::normalEquation() {
 
 			forwardPass();
 		}
-	} catch (int err_num) {
-		std::cout << "ERR " << err_num << ": Resulting matrix was noninvertible/degenerate, and so the normal equation could not be performed. Try utilizing gradient descent." << std::endl;
-	}
+	//} catch (int err_num) {
+	//	std::cout << "ERR " << err_num << ": Resulting matrix was noninvertible/degenerate, and so the normal equation could not be performed. Try utilizing gradient descent." << std::endl;
+	//}
 }
 
 double LinReg::score() {

mlpp/regularization/reg.h

@@ -10,6 +10,7 @@
 //
 
 #include <vector>
+#include <string>
 
 namespace MLPP {
 class Reg {

mlpp/stat/stat.cpp

@@ -4,7 +4,7 @@
 //  Created by Marc Melikyan on 9/29/20.
 //
 
-#include "stat.hpp"
+#include "stat.h"
 #include "../activation/activation.h"
 #include "../data/data.h"
 #include "../lin_alg/lin_alg.h"

mlpp/svc/svc.cpp

@@ -4,7 +4,7 @@
 //  Created by Marc Melikyan on 10/2/20.
 //
 
-#include "svc.hpp"
+#include "svc.h"
 #include "../activation/activation.h"
 #include "../cost/cost.h"
 #include "../lin_alg/lin_alg.h"