diff --git a/mlpp/activation/activation.cpp b/mlpp/activation/activation.cpp
index bee143f..df509b1 100644
--- a/mlpp/activation/activation.cpp
+++ b/mlpp/activation/activation.cpp
@@ -1,8 +1,4 @@
-//
-//  Activation.cpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
+
 
 #include "activation.h"
 #include "../lin_alg/lin_alg.h"
diff --git a/mlpp/activation/activation.h b/mlpp/activation/activation.h
index 81ee2d6..5b487c9 100644
--- a/mlpp/activation/activation.h
+++ b/mlpp/activation/activation.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_ACTIVATION_H
 #define MLPP_ACTIVATION_H
 
-//
-//  Activation.hpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
+
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/ann/ann.cpp b/mlpp/ann/ann.cpp
index f949b28..2b30eee 100644
--- a/mlpp/ann/ann.cpp
+++ b/mlpp/ann/ann.cpp
@@ -1,8 +1,3 @@
-//
-//  ANN.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "ann.h"
 
diff --git a/mlpp/ann/ann.h b/mlpp/ann/ann.h
index 8fe524a..b461839 100644
--- a/mlpp/ann/ann.h
+++ b/mlpp/ann/ann.h
@@ -1,11 +1,7 @@
 #ifndef MLPP_ANN_H
 #define MLPP_ANN_H
 
-//
-//  ANN.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
+
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/auto_encoder/auto_encoder.cpp b/mlpp/auto_encoder/auto_encoder.cpp
index d14dd21..2e1da0f 100644
--- a/mlpp/auto_encoder/auto_encoder.cpp
+++ b/mlpp/auto_encoder/auto_encoder.cpp
@@ -1,8 +1,3 @@
-//
-//  AutoEncoder.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "auto_encoder.h"
 
diff --git a/mlpp/auto_encoder/auto_encoder.h b/mlpp/auto_encoder/auto_encoder.h
index 22b0280..786f18e 100644
--- a/mlpp/auto_encoder/auto_encoder.h
+++ b/mlpp/auto_encoder/auto_encoder.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_AUTO_ENCODER_H
 #define MLPP_AUTO_ENCODER_H
 
-//
-//  AutoEncoder.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/bernoulli_nb/bernoulli_nb.cpp b/mlpp/bernoulli_nb/bernoulli_nb.cpp
index 6c491aa..227fa2f 100644
--- a/mlpp/bernoulli_nb/bernoulli_nb.cpp
+++ b/mlpp/bernoulli_nb/bernoulli_nb.cpp
@@ -1,8 +1,4 @@
-//
-//  BernoulliNB.cpp
-//
-//  Created by Marc Melikyan on 1/17/21.
-//
+
 
 #include "bernoulli_nb.h"
 #include "../data/data.h"
diff --git a/mlpp/bernoulli_nb/bernoulli_nb.h b/mlpp/bernoulli_nb/bernoulli_nb.h
index 76de6cf..c121831 100644
--- a/mlpp/bernoulli_nb/bernoulli_nb.h
+++ b/mlpp/bernoulli_nb/bernoulli_nb.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_BERNOULLI_NB_H
 #define MLPP_BERNOULLI_NB_H
 
-//
-//  BernoulliNB.hpp
-//
-//  Created by Marc Melikyan on 1/17/21.
-//
 
 #include "core/containers/hash_map.h"
 #include "core/containers/vector.h"
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 6afe236..170dadc 100644
--- a/mlpp/c_log_log_reg/c_log_log_reg.cpp
+++ b/mlpp/c_log_log_reg/c_log_log_reg.cpp
@@ -1,8 +1,3 @@
-//
-//  CLogLogReg.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "c_log_log_reg.h"
 #include "../activation/activation.h"
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 a0e8a82..8e7214f 100644
--- a/mlpp/c_log_log_reg/c_log_log_reg.h
+++ b/mlpp/c_log_log_reg/c_log_log_reg.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_C_LOG_LOG_REG_H
 #define MLPP_C_LOG_LOG_REG_H
 
-//
-//  CLogLogReg.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/convolutions/convolutions.cpp b/mlpp/convolutions/convolutions.cpp
index 443d7cd..15cb28d 100644
--- a/mlpp/convolutions/convolutions.cpp
+++ b/mlpp/convolutions/convolutions.cpp
@@ -1,8 +1,4 @@
-//
-//  Convolutions.cpp
-//
-//  Created by Marc Melikyan on 4/6/21.
-//
+
 
 #include "convolutions.h"
 #include "../lin_alg/lin_alg.h"
diff --git a/mlpp/cost/cost.cpp b/mlpp/cost/cost.cpp
index 97dbada..dc90072 100644
--- a/mlpp/cost/cost.cpp
+++ b/mlpp/cost/cost.cpp
@@ -1,8 +1,3 @@
-//
-//  Reg.cpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
 
 #include "cost.h"
 #include "../lin_alg/lin_alg.h"
diff --git a/mlpp/cost/cost.h b/mlpp/cost/cost.h
index a25c3e7..7344dd0 100644
--- a/mlpp/cost/cost.h
+++ b/mlpp/cost/cost.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_COST_H
 #define MLPP_COST_H
 
-//
-//  Cost.hpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
+
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/data/data.cpp b/mlpp/data/data.cpp
index ba831b2..a57d953 100644
--- a/mlpp/data/data.cpp
+++ b/mlpp/data/data.cpp
@@ -1,9 +1,4 @@
-//
-//  Data.cpp
-//  MLP
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
+
 
 #include "data.h"
 
diff --git a/mlpp/data/data.h b/mlpp/data/data.h
index d7cc9e3..d168f2e 100644
--- a/mlpp/data/data.h
+++ b/mlpp/data/data.h
@@ -2,12 +2,6 @@
 #ifndef MLPP_DATA_H
 #define MLPP_DATA_H
 
-//
-//  Data.hpp
-//  MLP
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/dual_svc/dual_svc.cpp b/mlpp/dual_svc/dual_svc.cpp
index edf58d0..a3afdd4 100644
--- a/mlpp/dual_svc/dual_svc.cpp
+++ b/mlpp/dual_svc/dual_svc.cpp
@@ -1,8 +1,4 @@
-//
-//  DualSVC.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "dual_svc.h"
 #include "../activation/activation.h"
diff --git a/mlpp/dual_svc/dual_svc.h b/mlpp/dual_svc/dual_svc.h
index fc1a40b..bac6353 100644
--- a/mlpp/dual_svc/dual_svc.h
+++ b/mlpp/dual_svc/dual_svc.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_DUAL_SVC_H
 #define MLPP_DUAL_SVC_H
 
-//
-//  DualSVC.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 // http://disp.ee.ntu.edu.tw/~pujols/Support%20Vector%20Machine.pdf
 // http://ciml.info/dl/v0_99/ciml-v0_99-ch11.pdf
 // Were excellent for the practical intution behind the dual formulation.
diff --git a/mlpp/exp_reg/exp_reg.cpp b/mlpp/exp_reg/exp_reg.cpp
index 8d09c42..7e1dfd4 100644
--- a/mlpp/exp_reg/exp_reg.cpp
+++ b/mlpp/exp_reg/exp_reg.cpp
@@ -1,8 +1,4 @@
-//
-//  ExpReg.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "exp_reg.h"
 #include "../cost/cost.h"
diff --git a/mlpp/exp_reg/exp_reg.h b/mlpp/exp_reg/exp_reg.h
index 3572303..ba9f09d 100644
--- a/mlpp/exp_reg/exp_reg.h
+++ b/mlpp/exp_reg/exp_reg.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_EXP_REG_H
 #define MLPP_EXP_REG_H
 
-//
-//  ExpReg.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/gan/gan.cpp b/mlpp/gan/gan.cpp
index 624d3a9..9a168cd 100644
--- a/mlpp/gan/gan.cpp
+++ b/mlpp/gan/gan.cpp
@@ -1,8 +1,3 @@
-//
-//  GAN.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "gan.h"
 #include "../activation/activation.h"
diff --git a/mlpp/gan/gan.h b/mlpp/gan/gan.h
index e4b8744..76f2f3f 100644
--- a/mlpp/gan/gan.h
+++ b/mlpp/gan/gan.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_GAN_H
 #define MLPP_GAN_H
 
-//
-//  GAN.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/gauss_markov_checker/gauss_markov_checker.cpp b/mlpp/gauss_markov_checker/gauss_markov_checker.cpp
index c3a3ea2..b0bed7b 100644
--- a/mlpp/gauss_markov_checker/gauss_markov_checker.cpp
+++ b/mlpp/gauss_markov_checker/gauss_markov_checker.cpp
@@ -1,8 +1,4 @@
-//
-//  GaussMarkovChecker.cpp
-//
-//  Created by Marc Melikyan on 11/13/20.
-//
+
 
 #include "gauss_markov_checker.h"
 #include "../stat/stat.h"
diff --git a/mlpp/gauss_markov_checker/gauss_markov_checker.h b/mlpp/gauss_markov_checker/gauss_markov_checker.h
index a66c8a2..a0dbeb3 100644
--- a/mlpp/gauss_markov_checker/gauss_markov_checker.h
+++ b/mlpp/gauss_markov_checker/gauss_markov_checker.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_GAUSS_MARKOV_CHECKER_H
 #define MLPP_GAUSS_MARKOV_CHECKER_H
 
-//
-//  GaussMarkovChecker.hpp
-//
-//  Created by Marc Melikyan on 11/13/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/gaussian_nb/gaussian_nb.cpp b/mlpp/gaussian_nb/gaussian_nb.cpp
index 4f81245..8ac6cc8 100644
--- a/mlpp/gaussian_nb/gaussian_nb.cpp
+++ b/mlpp/gaussian_nb/gaussian_nb.cpp
@@ -1,8 +1,3 @@
-//
-//  GaussianNB.cpp
-//
-//  Created by Marc Melikyan on 1/17/21.
-//
 
 #include "gaussian_nb.h"
 
diff --git a/mlpp/gaussian_nb/gaussian_nb.h b/mlpp/gaussian_nb/gaussian_nb.h
index 2e79486..e3b0221 100644
--- a/mlpp/gaussian_nb/gaussian_nb.h
+++ b/mlpp/gaussian_nb/gaussian_nb.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_GAUSSIAN_NB_H
 #define MLPP_GAUSSIAN_NB_H
 
-//
-//  GaussianNB.hpp
-//
-//  Created by Marc Melikyan on 1/17/21.
-//
+
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/hidden_layer/hidden_layer.cpp b/mlpp/hidden_layer/hidden_layer.cpp
index 7a207d5..0fcb3aa 100644
--- a/mlpp/hidden_layer/hidden_layer.cpp
+++ b/mlpp/hidden_layer/hidden_layer.cpp
@@ -1,8 +1,3 @@
-//
-//  HiddenLayer.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "hidden_layer.h"
 #include "../activation/activation.h"
diff --git a/mlpp/hidden_layer/hidden_layer.h b/mlpp/hidden_layer/hidden_layer.h
index b68dc17..371a11d 100644
--- a/mlpp/hidden_layer/hidden_layer.h
+++ b/mlpp/hidden_layer/hidden_layer.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_HIDDEN_LAYER_H
 #define MLPP_HIDDEN_LAYER_H
 
-//
-//  HiddenLayer.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/math/math_defs.h"
 #include "core/string/ustring.h"
diff --git a/mlpp/hypothesis_testing/hypothesis_testing.cpp b/mlpp/hypothesis_testing/hypothesis_testing.cpp
index 41e3995..e22b11d 100644
--- a/mlpp/hypothesis_testing/hypothesis_testing.cpp
+++ b/mlpp/hypothesis_testing/hypothesis_testing.cpp
@@ -1,8 +1,3 @@
-//
-//  HypothesisTesting.cpp
-//
-//  Created by Marc Melikyan on 3/10/21.
-//
 
 #include "hypothesis_testing.h"
 
diff --git a/mlpp/hypothesis_testing/hypothesis_testing.h b/mlpp/hypothesis_testing/hypothesis_testing.h
index 970d454..17776a7 100644
--- a/mlpp/hypothesis_testing/hypothesis_testing.h
+++ b/mlpp/hypothesis_testing/hypothesis_testing.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_HYPOTHESIS_TESTING_H
 #define MLPP_HYPOTHESIS_TESTING_H
 
-//
-//  HypothesisTesting.hpp
-//
-//  Created by Marc Melikyan on 3/10/21.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/kmeans/kmeans.cpp b/mlpp/kmeans/kmeans.cpp
index a567350..a44e772 100644
--- a/mlpp/kmeans/kmeans.cpp
+++ b/mlpp/kmeans/kmeans.cpp
@@ -1,8 +1,4 @@
-//
-//  KMeans.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "kmeans.h"
 #include "../utilities/utilities.h"
diff --git a/mlpp/kmeans/kmeans.h b/mlpp/kmeans/kmeans.h
index 4b86fd6..e37c31a 100644
--- a/mlpp/kmeans/kmeans.h
+++ b/mlpp/kmeans/kmeans.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_K_MEANS_H
 #define MLPP_K_MEANS_H
 
-//
-//  KMeans.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/knn/knn.cpp b/mlpp/knn/knn.cpp
index 69b2f96..0e29a7b 100644
--- a/mlpp/knn/knn.cpp
+++ b/mlpp/knn/knn.cpp
@@ -1,8 +1,3 @@
-//
-//  kNN.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "knn.h"
 #include "../utilities/utilities.h"
diff --git a/mlpp/knn/knn.h b/mlpp/knn/knn.h
index 5fd4836..4059603 100644
--- a/mlpp/knn/knn.h
+++ b/mlpp/knn/knn.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_KNN_H
 #define MLPP_KNN_H
 
-//
-//  kNN.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/lin_alg/lin_alg.cpp b/mlpp/lin_alg/lin_alg.cpp
index a7bd957..b7be688 100644
--- a/mlpp/lin_alg/lin_alg.cpp
+++ b/mlpp/lin_alg/lin_alg.cpp
@@ -1,8 +1,3 @@
-//
-//  LinAlg.cpp
-//
-//  Created by Marc Melikyan on 1/8/21.
-//
 
 #include "lin_alg.h"
 
diff --git a/mlpp/lin_alg/lin_alg.h b/mlpp/lin_alg/lin_alg.h
index e3199b9..a238255 100644
--- a/mlpp/lin_alg/lin_alg.h
+++ b/mlpp/lin_alg/lin_alg.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_LIN_ALG_H
 #define MLPP_LIN_ALG_H
 
-//
-//  LinAlg.hpp
-//
-//  Created by Marc Melikyan on 1/8/21.
-//
 
 //TODO Methods here should probably use error macros in a way where they get disabled in non-tools(?) (maybe release?) builds
 
diff --git a/mlpp/lin_reg/lin_reg.cpp b/mlpp/lin_reg/lin_reg.cpp
index c509a9b..d5a2601 100644
--- a/mlpp/lin_reg/lin_reg.cpp
+++ b/mlpp/lin_reg/lin_reg.cpp
@@ -1,8 +1,3 @@
-//
-//  LinReg.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "lin_reg.h"
 
diff --git a/mlpp/lin_reg/lin_reg.h b/mlpp/lin_reg/lin_reg.h
index e635701..4e5eebe 100644
--- a/mlpp/lin_reg/lin_reg.h
+++ b/mlpp/lin_reg/lin_reg.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_LIN_REG_H
 #define MLPP_LIN_REG_H
 
-//
-//  LinReg.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/log_reg/log_reg.cpp b/mlpp/log_reg/log_reg.cpp
index b48da2e..41efda7 100644
--- a/mlpp/log_reg/log_reg.cpp
+++ b/mlpp/log_reg/log_reg.cpp
@@ -1,8 +1,4 @@
-//
-//  LogReg.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "log_reg.h"
 
diff --git a/mlpp/log_reg/log_reg.h b/mlpp/log_reg/log_reg.h
index c8da89a..ff65b6d 100644
--- a/mlpp/log_reg/log_reg.h
+++ b/mlpp/log_reg/log_reg.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_LOG_REG_H
 #define MLPP_LOG_REG_H
 
-//
-//  LogReg.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/mann/mann.cpp b/mlpp/mann/mann.cpp
index b9331c6..5164e30 100644
--- a/mlpp/mann/mann.cpp
+++ b/mlpp/mann/mann.cpp
@@ -1,8 +1,3 @@
-//
-//  MANN.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "mann.h"
 
diff --git a/mlpp/mann/mann.h b/mlpp/mann/mann.h
index cb70cbd..3051c41 100644
--- a/mlpp/mann/mann.h
+++ b/mlpp/mann/mann.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_MANN_H
 #define MLPP_MANN_H
 
-//
-//  MANN.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/mlp/mlp.cpp b/mlpp/mlp/mlp.cpp
index 14a2662..a669161 100644
--- a/mlpp/mlp/mlp.cpp
+++ b/mlpp/mlp/mlp.cpp
@@ -1,8 +1,4 @@
-//
-//  MLP.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
+
 
 #include "mlp.h"
 
diff --git a/mlpp/mlp/mlp.h b/mlpp/mlp/mlp.h
index e443912..3fe853d 100644
--- a/mlpp/mlp/mlp.h
+++ b/mlpp/mlp/mlp.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_MLP_H
 #define MLPP_MLP_H
 
-//
-//  MLP.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/containers/vector.h"
 #include "core/math/math_defs.h"
diff --git a/mlpp/multi_output_layer/multi_output_layer.cpp b/mlpp/multi_output_layer/multi_output_layer.cpp
index 393a6d2..c5dfdc3 100644
--- a/mlpp/multi_output_layer/multi_output_layer.cpp
+++ b/mlpp/multi_output_layer/multi_output_layer.cpp
@@ -1,8 +1,3 @@
-//
-//  MultiOutputLayer.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "multi_output_layer.h"
 #include "../utilities/utilities.h"
diff --git a/mlpp/multi_output_layer/multi_output_layer.h b/mlpp/multi_output_layer/multi_output_layer.h
index 33c4e1a..8255e22 100644
--- a/mlpp/multi_output_layer/multi_output_layer.h
+++ b/mlpp/multi_output_layer/multi_output_layer.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_MULTI_OUTPUT_LAYER_H
 #define MLPP_MULTI_OUTPUT_LAYER_H
 
-//
-//  MultiOutputLayer.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/math/math_defs.h"
 #include "core/string/ustring.h"
diff --git a/mlpp/multinomial_nb/multinomial_nb.cpp b/mlpp/multinomial_nb/multinomial_nb.cpp
index 58b8795..73ebd0b 100644
--- a/mlpp/multinomial_nb/multinomial_nb.cpp
+++ b/mlpp/multinomial_nb/multinomial_nb.cpp
@@ -1,8 +1,3 @@
-//
-//  MultinomialNB.cpp
-//
-//  Created by Marc Melikyan on 1/17/21.
-//
 
 #include "multinomial_nb.h"
 
diff --git a/mlpp/multinomial_nb/multinomial_nb.h b/mlpp/multinomial_nb/multinomial_nb.h
index 9e26831..4996114 100644
--- a/mlpp/multinomial_nb/multinomial_nb.h
+++ b/mlpp/multinomial_nb/multinomial_nb.h
@@ -2,12 +2,6 @@
 #ifndef MLPP_MULTINOMIAL_NB_H
 #define MLPP_MULTINOMIAL_NB_H
 
-//
-//  MultinomialNB.hpp
-//
-//  Created by Marc Melikyan on 1/17/21.
-//
-
 #include "core/containers/hash_map.h"
 #include "core/containers/vector.h"
 #include "core/math/math_defs.h"
diff --git a/mlpp/numerical_analysis/numerical_analysis.cpp b/mlpp/numerical_analysis/numerical_analysis.cpp
index 192924e..5ef64ac 100644
--- a/mlpp/numerical_analysis/numerical_analysis.cpp
+++ b/mlpp/numerical_analysis/numerical_analysis.cpp
@@ -1,8 +1,3 @@
-//
-//  NumericalAnalysis.cpp
-//
-//  Created by Marc Melikyan on 11/13/20.
-//
 
 #include "numerical_analysis.h"
 #include "../lin_alg/lin_alg.h"
diff --git a/mlpp/outlier_finder/outlier_finder.cpp b/mlpp/outlier_finder/outlier_finder.cpp
index ec1d7cb..9339453 100644
--- a/mlpp/outlier_finder/outlier_finder.cpp
+++ b/mlpp/outlier_finder/outlier_finder.cpp
@@ -1,8 +1,4 @@
-//
-//  OutlierFinder.cpp
-//
-//  Created by Marc Melikyan on 11/13/20.
-//
+
 
 #include "outlier_finder.h"
 
diff --git a/mlpp/outlier_finder/outlier_finder.h b/mlpp/outlier_finder/outlier_finder.h
index 130195f..4bb1145 100644
--- a/mlpp/outlier_finder/outlier_finder.h
+++ b/mlpp/outlier_finder/outlier_finder.h
@@ -2,12 +2,6 @@
 #ifndef MLPP_OUTLIER_FINDER_H
 #define MLPP_OUTLIER_FINDER_H
 
-//
-//  OutlierFinder.hpp
-//
-//  Created by Marc Melikyan on 11/13/20.
-//
-
 #include "core/math/math_defs.h"
 
 #include "core/object/reference.h"
diff --git a/mlpp/output_layer/output_layer.cpp b/mlpp/output_layer/output_layer.cpp
index d2612b7..c28f116 100644
--- a/mlpp/output_layer/output_layer.cpp
+++ b/mlpp/output_layer/output_layer.cpp
@@ -1,8 +1,3 @@
-//
-//  OutputLayer.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "output_layer.h"
 #include "../utilities/utilities.h"
diff --git a/mlpp/output_layer/output_layer.h b/mlpp/output_layer/output_layer.h
index 516f27f..03397f5 100644
--- a/mlpp/output_layer/output_layer.h
+++ b/mlpp/output_layer/output_layer.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_OUTPUT_LAYER_H
 #define MLPP_OUTPUT_LAYER_H
 
-//
-//  OutputLayer.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "core/math/math_defs.h"
 #include "core/string/ustring.h"
diff --git a/mlpp/pca/pca.cpp b/mlpp/pca/pca.cpp
index 4e2f022..1f9b67b 100644
--- a/mlpp/pca/pca.cpp
+++ b/mlpp/pca/pca.cpp
@@ -1,8 +1,4 @@
-//
-//  PCA.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "pca.h"
 #include "../data/data.h"
diff --git a/mlpp/pca/pca.h b/mlpp/pca/pca.h
index fe17bf4..6834c2e 100644
--- a/mlpp/pca/pca.h
+++ b/mlpp/pca/pca.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_PCA_H
 #define MLPP_PCA_H
 
-//
-//  PCA.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/probit_reg/probit_reg.cpp b/mlpp/probit_reg/probit_reg.cpp
index 863bb33..791f488 100644
--- a/mlpp/probit_reg/probit_reg.cpp
+++ b/mlpp/probit_reg/probit_reg.cpp
@@ -1,8 +1,3 @@
-//
-//  ProbitReg.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "probit_reg.h"
 
diff --git a/mlpp/probit_reg/probit_reg.h b/mlpp/probit_reg/probit_reg.h
index c65d65f..39bda2f 100644
--- a/mlpp/probit_reg/probit_reg.h
+++ b/mlpp/probit_reg/probit_reg.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_PROBIT_REG_H
 #define MLPP_PROBIT_REG_H
 
-//
-//  ProbitReg.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/regularization/reg.cpp b/mlpp/regularization/reg.cpp
index 39f43a0..32b592f 100644
--- a/mlpp/regularization/reg.cpp
+++ b/mlpp/regularization/reg.cpp
@@ -1,8 +1,3 @@
-//
-//  Reg.cpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
 
 #include "reg.h"
 
diff --git a/mlpp/regularization/reg.h b/mlpp/regularization/reg.h
index 9e75d64..d6002f5 100644
--- a/mlpp/regularization/reg.h
+++ b/mlpp/regularization/reg.h
@@ -3,11 +3,7 @@
 #ifndef MLPP_REG_H
 #define MLPP_REG_H
 
-//
-//  Reg.hpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
+
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/softmax_net/softmax_net.cpp b/mlpp/softmax_net/softmax_net.cpp
index ee894ac..9aea0a5 100644
--- a/mlpp/softmax_net/softmax_net.cpp
+++ b/mlpp/softmax_net/softmax_net.cpp
@@ -1,8 +1,4 @@
-//
-//  SoftmaxNet.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 #include "softmax_net.h"
 
diff --git a/mlpp/softmax_net/softmax_net.h b/mlpp/softmax_net/softmax_net.h
index 667ea8d..c752600 100644
--- a/mlpp/softmax_net/softmax_net.h
+++ b/mlpp/softmax_net/softmax_net.h
@@ -1,12 +1,6 @@
 #ifndef MLPP_SOFTMAX_NET_H
 #define MLPP_SOFTMAX_NET_H
 
-//
-//  SoftmaxNet.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
-
 #include "core/math/math_defs.h"
 
 #include "core/object/resource.h"
diff --git a/mlpp/softmax_reg/softmax_reg.cpp b/mlpp/softmax_reg/softmax_reg.cpp
index 2e206e3..7f0cd47 100644
--- a/mlpp/softmax_reg/softmax_reg.cpp
+++ b/mlpp/softmax_reg/softmax_reg.cpp
@@ -1,8 +1,3 @@
-//
-//  SoftmaxReg.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "softmax_reg.h"
 
diff --git a/mlpp/softmax_reg/softmax_reg.h b/mlpp/softmax_reg/softmax_reg.h
index 9677edd..9d84826 100644
--- a/mlpp/softmax_reg/softmax_reg.h
+++ b/mlpp/softmax_reg/softmax_reg.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_SOFTMAX_REG_H
 #define MLPP_SOFTMAX_REG_H
 
-//
-//  SoftmaxReg.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/stat/stat.cpp b/mlpp/stat/stat.cpp
index bd10fdf..e675247 100644
--- a/mlpp/stat/stat.cpp
+++ b/mlpp/stat/stat.cpp
@@ -1,8 +1,3 @@
-//
-//  Stat.cpp
-//
-//  Created by Marc Melikyan on 9/29/20.
-//
 
 #include "stat.h"
 #include "../activation/activation.h"
diff --git a/mlpp/stat/stat.h b/mlpp/stat/stat.h
index 3fdb1a9..7d75ef9 100644
--- a/mlpp/stat/stat.h
+++ b/mlpp/stat/stat.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_STAT_H
 #define MLPP_STAT_H
 
-//
-//  Stat.hpp
-//
-//  Created by Marc Melikyan on 9/29/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/svc/svc.cpp b/mlpp/svc/svc.cpp
index 988a22b..9384dc6 100644
--- a/mlpp/svc/svc.cpp
+++ b/mlpp/svc/svc.cpp
@@ -1,8 +1,3 @@
-//
-//  SVC.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "svc.h"
 
diff --git a/mlpp/svc/svc.h b/mlpp/svc/svc.h
index 037f122..74fdbba 100644
--- a/mlpp/svc/svc.h
+++ b/mlpp/svc/svc.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_SVC_H
 #define MLPP_SVC_H
 
-//
-//  SVC.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
+
 
 // https://towardsdatascience.com/svm-implementation-from-scratch-python-2db2fc52e5c2
 // Illustratd a practical definition of the Hinge Loss function and its gradient when optimizing with SGD.
diff --git a/mlpp/tanh_reg/tanh_reg.cpp b/mlpp/tanh_reg/tanh_reg.cpp
index 8942284..2c3eb05 100644
--- a/mlpp/tanh_reg/tanh_reg.cpp
+++ b/mlpp/tanh_reg/tanh_reg.cpp
@@ -1,8 +1,3 @@
-//
-//  TanhReg.cpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "tanh_reg.h"
 
diff --git a/mlpp/tanh_reg/tanh_reg.h b/mlpp/tanh_reg/tanh_reg.h
index 580dad5..0a94cd0 100644
--- a/mlpp/tanh_reg/tanh_reg.h
+++ b/mlpp/tanh_reg/tanh_reg.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_TANH_REG_H
 #define MLPP_TANH_REG_H
 
-//
-//  TanhReg.hpp
-//
-//  Created by Marc Melikyan on 10/2/20.
-//
 
 #include "core/math/math_defs.h"
 
diff --git a/mlpp/transforms/transforms.cpp b/mlpp/transforms/transforms.cpp
index 86458f1..63c04ac 100644
--- a/mlpp/transforms/transforms.cpp
+++ b/mlpp/transforms/transforms.cpp
@@ -1,8 +1,3 @@
-//
-//  Transforms.cpp
-//
-//  Created by Marc Melikyan on 11/13/20.
-//
 
 #include "transforms.h"
 #include "../lin_alg/lin_alg.h"
diff --git a/mlpp/uni_lin_reg/uni_lin_reg.cpp b/mlpp/uni_lin_reg/uni_lin_reg.cpp
index f547507..3cf5e05 100644
--- a/mlpp/uni_lin_reg/uni_lin_reg.cpp
+++ b/mlpp/uni_lin_reg/uni_lin_reg.cpp
@@ -1,8 +1,3 @@
-//
-//  UniLinReg.cpp
-//
-//  Created by Marc Melikyan on 9/29/20.
-//
 
 #include "uni_lin_reg.h"
 #include "../stat/stat.h"
diff --git a/mlpp/uni_lin_reg/uni_lin_reg.h b/mlpp/uni_lin_reg/uni_lin_reg.h
index 9d4f5e8..f86a1b7 100644
--- a/mlpp/uni_lin_reg/uni_lin_reg.h
+++ b/mlpp/uni_lin_reg/uni_lin_reg.h
@@ -2,12 +2,6 @@
 #ifndef MLPP_UNI_LIN_REG_H
 #define MLPP_UNI_LIN_REG_H
 
-//
-//  UniLinReg.hpp
-//
-//  Created by Marc Melikyan on 9/29/20.
-//
-
 #include "core/math/math_defs.h"
 
 #include "core/object/resource.h"
diff --git a/mlpp/utilities/utilities.cpp b/mlpp/utilities/utilities.cpp
index b437af5..a148de9 100644
--- a/mlpp/utilities/utilities.cpp
+++ b/mlpp/utilities/utilities.cpp
@@ -1,8 +1,3 @@
-//
-//  Reg.cpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
 
 #include "utilities.h"
 
diff --git a/mlpp/utilities/utilities.h b/mlpp/utilities/utilities.h
index 5b646af..e0ffa91 100644
--- a/mlpp/utilities/utilities.h
+++ b/mlpp/utilities/utilities.h
@@ -2,11 +2,6 @@
 #ifndef MLPP_UTILITIES_H
 #define MLPP_UTILITIES_H
 
-//
-//  Utilities.hpp
-//
-//  Created by Marc Melikyan on 1/16/21.
-//
 
 #include "core/containers/vector.h"
 #include "core/math/math_defs.h"
diff --git a/mlpp/wgan/wgan.cpp b/mlpp/wgan/wgan.cpp
index 3982a12..9bacb7b 100644
--- a/mlpp/wgan/wgan.cpp
+++ b/mlpp/wgan/wgan.cpp
@@ -1,8 +1,3 @@
-//
-//  WGAN.cpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
 
 #include "wgan.h"
 
diff --git a/mlpp/wgan/wgan.h b/mlpp/wgan/wgan.h
index afc6dd8..ccc7dff 100644
--- a/mlpp/wgan/wgan.h
+++ b/mlpp/wgan/wgan.h
@@ -2,11 +2,7 @@
 #ifndef MLPP_WGAN_H
 #define MLPP_WGAN_H
 
-//
-//  WGAN.hpp
-//
-//  Created by Marc Melikyan on 11/4/20.
-//
+
 
 #include "core/containers/vector.h"
 #include "core/math/math_defs.h"
diff --git a/test/mlpp_matrix_tests.h b/test/mlpp_matrix_tests.h
index 8ba0303..c9b498f 100644
--- a/test/mlpp_matrix_tests.h
+++ b/test/mlpp_matrix_tests.h
@@ -1,9 +1,6 @@
 #ifndef MLPP_MATRIX_TESTS_H
 #define MLPP_MATRIX_TESTS_H
 
-// TODO port this class to use the test module once it's working
-// Also don't forget to remove it's bindings
-
 #include "core/math/math_defs.h"
 
 #include "core/containers/vector.h"
@@ -14,6 +11,9 @@
 
 #include "mlpp_tests.h"
 
+// TODO port this class to use the test module once it's working
+// Also don't forget to remove it's bindings
+
 class MLPPMatrix;
 class MLPPVector;
 
@@ -33,7 +33,6 @@ public:
 	void test_row_remove();
 	void test_row_remove_unordered();
 
-
 	void test_mlpp_matrix_mul();
 
 	MLPPMatrixTests();
diff --git a/test/mlpp_tests.h b/test/mlpp_tests.h
index aa3e2b9..919de0f 100644
--- a/test/mlpp_tests.h
+++ b/test/mlpp_tests.h
@@ -1,8 +1,7 @@
 #ifndef MLPP_TESTS_H
 #define MLPP_TESTS_H
 
-// TODO port this class to use the test module once it's working
-// Also don't forget to remove it's bindings
+
 
 #include "core/math/math_defs.h"
 
@@ -12,6 +11,9 @@
 
 #include "core/string/ustring.h"
 
+// TODO port this class to use the test module once it's working
+// Also don't forget to remove it's bindings
+
 class MLPPMatrix;
 class MLPPVector;