From 8f47a17a8659383ce912c781a7e8119ca05e39b7 Mon Sep 17 00:00:00 2001
From: Dominique Benielli <dominique.benielli@univ-amu.fr>
Date: Mon, 19 May 2025 15:02:53 +0200
Subject: [PATCH] stamping

---
 copyright.py                                  |  2 +
 format_dataset.py                             | 37 +++++++++++++++++++
 setup.py                                      | 37 +++++++++++++++++++
 summit/execute.py                             | 37 +++++++++++++++++++
 summit/multiview_platform/exec_classif.py     | 37 +++++++++++++++++++
 summit/multiview_platform/metrics/__init__.py |  2 +-
 .../metrics/accuracy_score.py                 | 37 +++++++++++++++++++
 summit/multiview_platform/metrics/f1_score.py | 37 +++++++++++++++++++
 .../multiview_platform/metrics/fbeta_score.py | 37 +++++++++++++++++++
 .../metrics/hamming_loss.py                   | 37 +++++++++++++++++++
 .../metrics/jaccard_score.py                  | 37 +++++++++++++++++++
 summit/multiview_platform/metrics/log_loss.py | 37 +++++++++++++++++++
 .../metrics/matthews_corrcoef.py              | 37 +++++++++++++++++++
 .../metrics/precision_score.py                | 37 +++++++++++++++++++
 .../metrics/recall_score.py                   | 37 +++++++++++++++++++
 .../metrics/roc_auc_score.py                  | 37 +++++++++++++++++++
 .../metrics/zero_one_loss.py                  | 37 +++++++++++++++++++
 .../monoview/exec_classif_mono_view.py        | 37 +++++++++++++++++++
 .../monoview/monoview_utils.py                | 37 +++++++++++++++++++
 .../monoview_classifiers/adaboost.py          | 37 +++++++++++++++++++
 .../additions/SVCClassifier.py                | 37 +++++++++++++++++++
 .../monoview_classifiers/decision_tree.py     | 37 +++++++++++++++++++
 .../monoview_classifiers/gradient_boosting.py | 37 +++++++++++++++++++
 .../monoview_classifiers/imbalance_bagging.py | 37 +++++++++++++++++++
 .../monoview_classifiers/knn.py               | 37 +++++++++++++++++++
 .../monoview_classifiers/lasso.py             | 37 +++++++++++++++++++
 .../monoview_classifiers/random_forest.py     | 37 +++++++++++++++++++
 .../monoview_classifiers/random_scm.py        | 37 +++++++++++++++++++
 .../monoview_classifiers/scm.py               | 37 +++++++++++++++++++
 .../monoview_classifiers/sgd.py               | 37 +++++++++++++++++++
 .../monoview_classifiers/svm_linear.py        | 37 +++++++++++++++++++
 .../monoview_classifiers/svm_poly.py          | 37 +++++++++++++++++++
 .../monoview_classifiers/svm_rbf.py           | 37 +++++++++++++++++++
 .../multiview/exec_multiview.py               | 37 +++++++++++++++++++
 .../multiview/multiview_utils.py              | 37 +++++++++++++++++++
 .../additions/diversity_utils.py              | 37 +++++++++++++++++++
 .../additions/early_fusion_from_monoview.py   | 37 +++++++++++++++++++
 .../additions/fusion_utils.py                 | 37 +++++++++++++++++++
 .../additions/jumbo_fusion_utils.py           | 37 +++++++++++++++++++
 .../additions/kernel_learning.py              | 37 +++++++++++++++++++
 .../additions/late_fusion_utils.py            | 37 +++++++++++++++++++
 .../multiview_classifiers/additions/utils.py  | 37 +++++++++++++++++++
 .../bayesian_inference_fusion.py              | 37 +++++++++++++++++++
 .../difficulty_fusion.py                      | 37 +++++++++++++++++++
 .../multiview_classifiers/disagree_fusion.py  | 37 +++++++++++++++++++
 .../double_fault_fusion.py                    | 37 +++++++++++++++++++
 .../early_fusion_adaboost.py                  | 37 +++++++++++++++++++
 .../early_fusion_decision_tree.py             | 37 +++++++++++++++++++
 .../early_fusion_gradient_boosting.py         | 37 +++++++++++++++++++
 .../early_fusion_lasso.py                     | 37 +++++++++++++++++++
 .../early_fusion_random_forest.py             | 37 +++++++++++++++++++
 .../multiview_classifiers/early_fusion_sgd.py | 37 +++++++++++++++++++
 .../early_fusion_svm_rbf.py                   | 37 +++++++++++++++++++
 .../multiview_classifiers/entropy_fusion.py   | 37 +++++++++++++++++++
 .../multiview_classifiers/lp_norm_mkl.py      | 37 +++++++++++++++++++
 .../majority_voting_fusion.py                 | 37 +++++++++++++++++++
 .../multiview_classifiers/mucombo.py          | 37 +++++++++++++++++++
 .../multiview_classifiers/mumbo.py            | 37 +++++++++++++++++++
 .../multiview_classifiers/mvml.py             | 37 +++++++++++++++++++
 .../multiview_classifiers/svm_jumbo_fusion.py | 37 +++++++++++++++++++
 .../weighted_linear_early_fusion.py           | 37 +++++++++++++++++++
 .../weighted_linear_late_fusion.py            | 37 +++++++++++++++++++
 .../result_analysis/duration_analysis.py      | 37 +++++++++++++++++++
 .../result_analysis/error_analysis.py         | 37 +++++++++++++++++++
 .../result_analysis/execution.py              | 37 +++++++++++++++++++
 .../result_analysis/feature_importances.py    | 37 +++++++++++++++++++
 .../result_analysis/metric_analysis.py        | 37 +++++++++++++++++++
 .../result_analysis/noise_analysis.py         | 37 +++++++++++++++++++
 .../result_analysis/tracebacks_analysis.py    | 37 +++++++++++++++++++
 summit/multiview_platform/utils/base.py       | 37 +++++++++++++++++++
 .../multiview_platform/utils/configuration.py | 37 +++++++++++++++++++
 summit/multiview_platform/utils/dataset.py    | 37 +++++++++++++++++++
 summit/multiview_platform/utils/execution.py  | 37 +++++++++++++++++++
 .../utils/get_multiview_db.py                 | 37 +++++++++++++++++++
 .../utils/hyper_parameter_search.py           | 37 +++++++++++++++++++
 .../utils/make_file_config.py                 | 37 +++++++++++++++++++
 summit/multiview_platform/utils/multiclass.py | 37 +++++++++++++++++++
 .../utils/multiview_result_analysis.py        | 37 +++++++++++++++++++
 .../multiview_platform/utils/organization.py  | 37 +++++++++++++++++++
 .../utils/transformations.py                  | 37 +++++++++++++++++++
 summit/tests/test_exec_classif.py             | 37 +++++++++++++++++++
 summit/tests/test_metrics/test_metrics.py     | 37 +++++++++++++++++++
 .../test_exec_classif_mono_view.py            | 37 +++++++++++++++++++
 .../test_mono_view/test_monoview_utils.py     | 37 +++++++++++++++++++
 .../test_adaboost.py                          | 37 +++++++++++++++++++
 .../test_compatibility.py                     | 37 +++++++++++++++++++
 .../test_multi_view/test_exec_multiview.py    | 37 +++++++++++++++++++
 .../test_multi_view/test_multiview_utils.py   | 37 +++++++++++++++++++
 .../test_PseudoCQFusionModule.py              | 37 +++++++++++++++++++
 .../test_additions/test_diversity_utils.py    | 37 +++++++++++++++++++
 .../test_additions/test_jumbo_fusion_utils.py | 37 +++++++++++++++++++
 .../test_difficulty_fusion.py                 | 37 +++++++++++++++++++
 .../test_disagree_fusion.py                   | 37 +++++++++++++++++++
 .../test_diversity_utils.py                   | 37 +++++++++++++++++++
 .../test_double_fault_fusion.py               | 37 +++++++++++++++++++
 .../test_entropy_fusion.py                    | 37 +++++++++++++++++++
 .../test_weighted_linear_early_fusion.py      | 37 +++++++++++++++++++
 .../test_duration_analysis.py                 | 37 +++++++++++++++++++
 .../test_error_analysis.py                    | 37 +++++++++++++++++++
 .../test_result_analysis/test_execution.py    | 37 +++++++++++++++++++
 .../test_feature_importances.py               | 37 +++++++++++++++++++
 .../test_metric_analysis.py                   | 37 +++++++++++++++++++
 .../test_tracebacks_analysis.py               | 37 +++++++++++++++++++
 .../tests/test_utils/test_GetMultiviewDB.py   | 37 +++++++++++++++++++
 summit/tests/test_utils/test_base.py          | 37 +++++++++++++++++++
 summit/tests/test_utils/test_configuration.py | 37 +++++++++++++++++++
 summit/tests/test_utils/test_dataset.py       | 37 +++++++++++++++++++
 summit/tests/test_utils/test_execution.py     | 37 +++++++++++++++++++
 .../test_utils/test_hyper_parameter_search.py | 37 +++++++++++++++++++
 summit/tests/test_utils/test_multiclass.py    | 37 +++++++++++++++++++
 .../tests/test_utils/test_transormations.py   | 37 +++++++++++++++++++
 summit/tests/utils.py                         | 37 +++++++++++++++++++
 112 files changed, 4073 insertions(+), 1 deletion(-)

diff --git a/copyright.py b/copyright.py
index c700719d..ea252994 100644
--- a/copyright.py
+++ b/copyright.py
@@ -75,6 +75,7 @@ def writeStamp():
     for filename in files:
         fileStamping(filename, stamp)
     fileStamping("setup.py", stamp)
+    fileStamping("format_dataset.py", stamp)
 
 
 def eraseStamp():
@@ -84,6 +85,7 @@ def eraseStamp():
     for filename in files:
         fileUnStamping(filename)
     fileUnStamping("setup.py")
+    fileUnStamping("format_dataset.py")
 
 
 def usage(arg):
diff --git a/format_dataset.py b/format_dataset.py
index 2f70515e..39b777e1 100644
--- a/format_dataset.py
+++ b/format_dataset.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 """
 This file is provided as an example of dataset formatting, using a csv-stored
 mutliview dataset to build a SuMMIT-compatible hdf5 file.
diff --git a/setup.py b/setup.py
index 329c01fc..550657d6 100644
--- a/setup.py
+++ b/setup.py
@@ -1,4 +1,41 @@
 # -*- coding: utf-8 -*-
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+
 #Extracting requrements from requirements.txt
 with open('requirements.txt') as f:
     requirements = f.read().splitlines()
diff --git a/summit/execute.py b/summit/execute.py
index 30196e99..392d3bc7 100644
--- a/summit/execute.py
+++ b/summit/execute.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 """This is the execution module, used to execute the code"""
 
 import os
diff --git a/summit/multiview_platform/exec_classif.py b/summit/multiview_platform/exec_classif.py
index 640761d5..bf2d427b 100644
--- a/summit/multiview_platform/exec_classif.py
+++ b/summit/multiview_platform/exec_classif.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import logging
 import os
 import pkgutil
diff --git a/summit/multiview_platform/metrics/__init__.py b/summit/multiview_platform/metrics/__init__.py
index 4a7ca0b0..47cbe8b6 100644
--- a/summit/multiview_platform/metrics/__init__.py
+++ b/summit/multiview_platform/metrics/__init__.py
@@ -1,4 +1,4 @@
-__version__ = "0.0.0.0"
+__version__ = "0.0.1"
 """
 To be able to add another metric to the benchmark you must :
 
diff --git a/summit/multiview_platform/metrics/accuracy_score.py b/summit/multiview_platform/metrics/accuracy_score.py
index ba07df93..de9f9a2f 100644
--- a/summit/multiview_platform/metrics/accuracy_score.py
+++ b/summit/multiview_platform/metrics/accuracy_score.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 """Functions :
  score: to get the accuracy score
  get_scorer: returns a sklearn scorer for grid search
diff --git a/summit/multiview_platform/metrics/f1_score.py b/summit/multiview_platform/metrics/f1_score.py
index d9924cf5..5caa386b 100644
--- a/summit/multiview_platform/metrics/f1_score.py
+++ b/summit/multiview_platform/metrics/f1_score.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 """Functions :
  score: to get the f1 score
  get_scorer: returns a sklearn scorer for grid search
diff --git a/summit/multiview_platform/metrics/fbeta_score.py b/summit/multiview_platform/metrics/fbeta_score.py
index 2b3de2ac..1cc86f5c 100644
--- a/summit/multiview_platform/metrics/fbeta_score.py
+++ b/summit/multiview_platform/metrics/fbeta_score.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import fbeta_score as metric
 from sklearn.metrics import make_scorer
 
diff --git a/summit/multiview_platform/metrics/hamming_loss.py b/summit/multiview_platform/metrics/hamming_loss.py
index 3ee875f2..618e3e38 100644
--- a/summit/multiview_platform/metrics/hamming_loss.py
+++ b/summit/multiview_platform/metrics/hamming_loss.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import hamming_loss as metric
 from sklearn.metrics import make_scorer
 
diff --git a/summit/multiview_platform/metrics/jaccard_score.py b/summit/multiview_platform/metrics/jaccard_score.py
index f58d6da5..9576300b 100644
--- a/summit/multiview_platform/metrics/jaccard_score.py
+++ b/summit/multiview_platform/metrics/jaccard_score.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import jaccard_score as metric
 from sklearn.metrics import make_scorer
 
diff --git a/summit/multiview_platform/metrics/log_loss.py b/summit/multiview_platform/metrics/log_loss.py
index 3e4cdef4..73eebb61 100644
--- a/summit/multiview_platform/metrics/log_loss.py
+++ b/summit/multiview_platform/metrics/log_loss.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import log_loss as metric
 from sklearn.metrics import make_scorer
 
diff --git a/summit/multiview_platform/metrics/matthews_corrcoef.py b/summit/multiview_platform/metrics/matthews_corrcoef.py
index a7e4eb5c..57ff078a 100644
--- a/summit/multiview_platform/metrics/matthews_corrcoef.py
+++ b/summit/multiview_platform/metrics/matthews_corrcoef.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import make_scorer
 from sklearn.metrics import matthews_corrcoef as metric
 
diff --git a/summit/multiview_platform/metrics/precision_score.py b/summit/multiview_platform/metrics/precision_score.py
index 1e5c44cc..00aa1ca5 100644
--- a/summit/multiview_platform/metrics/precision_score.py
+++ b/summit/multiview_platform/metrics/precision_score.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import make_scorer
 from sklearn.metrics import precision_score as metric
 
diff --git a/summit/multiview_platform/metrics/recall_score.py b/summit/multiview_platform/metrics/recall_score.py
index 0b7583c9..939aec52 100644
--- a/summit/multiview_platform/metrics/recall_score.py
+++ b/summit/multiview_platform/metrics/recall_score.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import make_scorer
 from sklearn.metrics import recall_score as metric
 
diff --git a/summit/multiview_platform/metrics/roc_auc_score.py b/summit/multiview_platform/metrics/roc_auc_score.py
index 3249f209..41bbd373 100644
--- a/summit/multiview_platform/metrics/roc_auc_score.py
+++ b/summit/multiview_platform/metrics/roc_auc_score.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import make_scorer
 from sklearn.metrics import roc_auc_score as metric
 
diff --git a/summit/multiview_platform/metrics/zero_one_loss.py b/summit/multiview_platform/metrics/zero_one_loss.py
index 3db87fc2..28593616 100644
--- a/summit/multiview_platform/metrics/zero_one_loss.py
+++ b/summit/multiview_platform/metrics/zero_one_loss.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import make_scorer
 from sklearn.metrics import zero_one_loss as metric
 
diff --git a/summit/multiview_platform/monoview/exec_classif_mono_view.py b/summit/multiview_platform/monoview/exec_classif_mono_view.py
index 874a2bfc..b522b0b3 100644
--- a/summit/multiview_platform/monoview/exec_classif_mono_view.py
+++ b/summit/multiview_platform/monoview/exec_classif_mono_view.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 #!/usr/bin/env python
 
 """ Execution: Script to perform a MonoView classification """
diff --git a/summit/multiview_platform/monoview/monoview_utils.py b/summit/multiview_platform/monoview/monoview_utils.py
index 2d227fb9..8342771b 100644
--- a/summit/multiview_platform/monoview/monoview_utils.py
+++ b/summit/multiview_platform/monoview/monoview_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import pickle
 
diff --git a/summit/multiview_platform/monoview_classifiers/adaboost.py b/summit/multiview_platform/monoview_classifiers/adaboost.py
index 56127797..1578d01b 100644
--- a/summit/multiview_platform/monoview_classifiers/adaboost.py
+++ b/summit/multiview_platform/monoview_classifiers/adaboost.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import time
 
diff --git a/summit/multiview_platform/monoview_classifiers/additions/SVCClassifier.py b/summit/multiview_platform/monoview_classifiers/additions/SVCClassifier.py
index 06d6da20..dd760b24 100644
--- a/summit/multiview_platform/monoview_classifiers/additions/SVCClassifier.py
+++ b/summit/multiview_platform/monoview_classifiers/additions/SVCClassifier.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.svm import SVC
 
 
diff --git a/summit/multiview_platform/monoview_classifiers/decision_tree.py b/summit/multiview_platform/monoview_classifiers/decision_tree.py
index 33b99090..9df6caf0 100644
--- a/summit/multiview_platform/monoview_classifiers/decision_tree.py
+++ b/summit/multiview_platform/monoview_classifiers/decision_tree.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.tree import DecisionTreeClassifier
 
 from ..monoview.monoview_utils import BaseMonoviewClassifier
diff --git a/summit/multiview_platform/monoview_classifiers/gradient_boosting.py b/summit/multiview_platform/monoview_classifiers/gradient_boosting.py
index 77242502..1feddef6 100644
--- a/summit/multiview_platform/monoview_classifiers/gradient_boosting.py
+++ b/summit/multiview_platform/monoview_classifiers/gradient_boosting.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import time
 
diff --git a/summit/multiview_platform/monoview_classifiers/imbalance_bagging.py b/summit/multiview_platform/monoview_classifiers/imbalance_bagging.py
index d33f8a80..020a9ef8 100644
--- a/summit/multiview_platform/monoview_classifiers/imbalance_bagging.py
+++ b/summit/multiview_platform/monoview_classifiers/imbalance_bagging.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from imblearn.ensemble import BalancedBaggingClassifier
 from sklearn.tree import DecisionTreeClassifier
 
diff --git a/summit/multiview_platform/monoview_classifiers/knn.py b/summit/multiview_platform/monoview_classifiers/knn.py
index c23d4d3f..ec4b2a2e 100644
--- a/summit/multiview_platform/monoview_classifiers/knn.py
+++ b/summit/multiview_platform/monoview_classifiers/knn.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.neighbors import KNeighborsClassifier
 
 from ..monoview.monoview_utils import BaseMonoviewClassifier
diff --git a/summit/multiview_platform/monoview_classifiers/lasso.py b/summit/multiview_platform/monoview_classifiers/lasso.py
index 288bf1db..5ee3d2dd 100644
--- a/summit/multiview_platform/monoview_classifiers/lasso.py
+++ b/summit/multiview_platform/monoview_classifiers/lasso.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 from sklearn.linear_model import Lasso as LassoSK
 
diff --git a/summit/multiview_platform/monoview_classifiers/random_forest.py b/summit/multiview_platform/monoview_classifiers/random_forest.py
index f0d3578c..207db11a 100644
--- a/summit/multiview_platform/monoview_classifiers/random_forest.py
+++ b/summit/multiview_platform/monoview_classifiers/random_forest.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.ensemble import RandomForestClassifier
 
 from ..monoview.monoview_utils import BaseMonoviewClassifier
diff --git a/summit/multiview_platform/monoview_classifiers/random_scm.py b/summit/multiview_platform/monoview_classifiers/random_scm.py
index 03f36676..97248c55 100644
--- a/summit/multiview_platform/monoview_classifiers/random_scm.py
+++ b/summit/multiview_platform/monoview_classifiers/random_scm.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from randomscm.randomscm import RandomScmClassifier
 
 
diff --git a/summit/multiview_platform/monoview_classifiers/scm.py b/summit/multiview_platform/monoview_classifiers/scm.py
index d094ceec..53932edd 100644
--- a/summit/multiview_platform/monoview_classifiers/scm.py
+++ b/summit/multiview_platform/monoview_classifiers/scm.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from pyscm.scm import SetCoveringMachineClassifier as scm
 
 import numpy as np
diff --git a/summit/multiview_platform/monoview_classifiers/sgd.py b/summit/multiview_platform/monoview_classifiers/sgd.py
index 312a2bf2..7af130d1 100644
--- a/summit/multiview_platform/monoview_classifiers/sgd.py
+++ b/summit/multiview_platform/monoview_classifiers/sgd.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.linear_model import SGDClassifier
 
 from ..monoview.monoview_utils import BaseMonoviewClassifier
diff --git a/summit/multiview_platform/monoview_classifiers/svm_linear.py b/summit/multiview_platform/monoview_classifiers/svm_linear.py
index e6f7fb1e..c040b036 100644
--- a/summit/multiview_platform/monoview_classifiers/svm_linear.py
+++ b/summit/multiview_platform/monoview_classifiers/svm_linear.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from summit.multiview_platform.monoview_classifiers.additions.SVCClassifier import \
     SVCClassifier
 from ..monoview.monoview_utils import BaseMonoviewClassifier
diff --git a/summit/multiview_platform/monoview_classifiers/svm_poly.py b/summit/multiview_platform/monoview_classifiers/svm_poly.py
index a5200f82..9129dd57 100644
--- a/summit/multiview_platform/monoview_classifiers/svm_poly.py
+++ b/summit/multiview_platform/monoview_classifiers/svm_poly.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from summit.multiview_platform.monoview_classifiers.additions.SVCClassifier import \
     SVCClassifier
 from ..monoview.monoview_utils import BaseMonoviewClassifier
diff --git a/summit/multiview_platform/monoview_classifiers/svm_rbf.py b/summit/multiview_platform/monoview_classifiers/svm_rbf.py
index 8e75a3c7..b40a696b 100644
--- a/summit/multiview_platform/monoview_classifiers/svm_rbf.py
+++ b/summit/multiview_platform/monoview_classifiers/svm_rbf.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from summit.multiview_platform.monoview_classifiers.additions.SVCClassifier import \
     SVCClassifier
 from ..monoview.monoview_utils import BaseMonoviewClassifier
diff --git a/summit/multiview_platform/multiview/exec_multiview.py b/summit/multiview_platform/multiview/exec_multiview.py
index d2fbf8ef..d2403f3e 100644
--- a/summit/multiview_platform/multiview/exec_multiview.py
+++ b/summit/multiview_platform/multiview/exec_multiview.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import logging
 import os
 import os.path
diff --git a/summit/multiview_platform/multiview/multiview_utils.py b/summit/multiview_platform/multiview/multiview_utils.py
index 6f0518a1..9525d639 100644
--- a/summit/multiview_platform/multiview/multiview_utils.py
+++ b/summit/multiview_platform/multiview/multiview_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from .. import multiview_classifiers
 from abc import abstractmethod
 
diff --git a/summit/multiview_platform/multiview_classifiers/additions/diversity_utils.py b/summit/multiview_platform/multiview_classifiers/additions/diversity_utils.py
index b27c479b..3e943b26 100644
--- a/summit/multiview_platform/multiview_classifiers/additions/diversity_utils.py
+++ b/summit/multiview_platform/multiview_classifiers/additions/diversity_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import itertools
 import math
 
diff --git a/summit/multiview_platform/multiview_classifiers/additions/early_fusion_from_monoview.py b/summit/multiview_platform/multiview_classifiers/additions/early_fusion_from_monoview.py
index 8b4f0b01..3b885805 100644
--- a/summit/multiview_platform/multiview_classifiers/additions/early_fusion_from_monoview.py
+++ b/summit/multiview_platform/multiview_classifiers/additions/early_fusion_from_monoview.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from ... import monoview_classifiers
diff --git a/summit/multiview_platform/multiview_classifiers/additions/fusion_utils.py b/summit/multiview_platform/multiview_classifiers/additions/fusion_utils.py
index 361a664d..b5a8a705 100644
--- a/summit/multiview_platform/multiview_classifiers/additions/fusion_utils.py
+++ b/summit/multiview_platform/multiview_classifiers/additions/fusion_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import inspect
 
 from ...multiview.multiview_utils import get_monoview_classifier
diff --git a/summit/multiview_platform/multiview_classifiers/additions/jumbo_fusion_utils.py b/summit/multiview_platform/multiview_classifiers/additions/jumbo_fusion_utils.py
index 3959ff46..f7ffdbd1 100644
--- a/summit/multiview_platform/multiview_classifiers/additions/jumbo_fusion_utils.py
+++ b/summit/multiview_platform/multiview_classifiers/additions/jumbo_fusion_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from .late_fusion_utils import LateFusionClassifier
diff --git a/summit/multiview_platform/multiview_classifiers/additions/kernel_learning.py b/summit/multiview_platform/multiview_classifiers/additions/kernel_learning.py
index 98047643..37a8be3c 100644
--- a/summit/multiview_platform/multiview_classifiers/additions/kernel_learning.py
+++ b/summit/multiview_platform/multiview_classifiers/additions/kernel_learning.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.metrics import pairwise
 import numpy as np
 
diff --git a/summit/multiview_platform/multiview_classifiers/additions/late_fusion_utils.py b/summit/multiview_platform/multiview_classifiers/additions/late_fusion_utils.py
index 39bb77b4..c4c37bb3 100644
--- a/summit/multiview_platform/multiview_classifiers/additions/late_fusion_utils.py
+++ b/summit/multiview_platform/multiview_classifiers/additions/late_fusion_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from .fusion_utils import BaseFusionClassifier
diff --git a/summit/multiview_platform/multiview_classifiers/additions/utils.py b/summit/multiview_platform/multiview_classifiers/additions/utils.py
index 998556b1..4055cd51 100644
--- a/summit/multiview_platform/multiview_classifiers/additions/utils.py
+++ b/summit/multiview_platform/multiview_classifiers/additions/utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 
diff --git a/summit/multiview_platform/multiview_classifiers/bayesian_inference_fusion.py b/summit/multiview_platform/multiview_classifiers/bayesian_inference_fusion.py
index 7abaacae..9d4f7b6c 100644
--- a/summit/multiview_platform/multiview_classifiers/bayesian_inference_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/bayesian_inference_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from ..multiview_classifiers.additions.late_fusion_utils import \
diff --git a/summit/multiview_platform/multiview_classifiers/difficulty_fusion.py b/summit/multiview_platform/multiview_classifiers/difficulty_fusion.py
index c2531be5..afb851ce 100644
--- a/summit/multiview_platform/multiview_classifiers/difficulty_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/difficulty_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from summit.multiview_platform.multiview_classifiers.additions.diversity_utils import \
diff --git a/summit/multiview_platform/multiview_classifiers/disagree_fusion.py b/summit/multiview_platform/multiview_classifiers/disagree_fusion.py
index dbe295b8..fed60dd7 100644
--- a/summit/multiview_platform/multiview_classifiers/disagree_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/disagree_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from summit.multiview_platform.multiview_classifiers.additions.diversity_utils import \
diff --git a/summit/multiview_platform/multiview_classifiers/double_fault_fusion.py b/summit/multiview_platform/multiview_classifiers/double_fault_fusion.py
index d3b5347a..3a10ba91 100644
--- a/summit/multiview_platform/multiview_classifiers/double_fault_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/double_fault_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from summit.multiview_platform.multiview_classifiers.additions.diversity_utils import \
diff --git a/summit/multiview_platform/multiview_classifiers/early_fusion_adaboost.py b/summit/multiview_platform/multiview_classifiers/early_fusion_adaboost.py
index bfcb34d5..f4dfb200 100644
--- a/summit/multiview_platform/multiview_classifiers/early_fusion_adaboost.py
+++ b/summit/multiview_platform/multiview_classifiers/early_fusion_adaboost.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from .additions.early_fusion_from_monoview import BaseEarlyFusion
 from ..utils.hyper_parameter_search import CustomRandint
 from ..utils.base import base_boosting_estimators
diff --git a/summit/multiview_platform/multiview_classifiers/early_fusion_decision_tree.py b/summit/multiview_platform/multiview_classifiers/early_fusion_decision_tree.py
index fc3e672b..1e907424 100644
--- a/summit/multiview_platform/multiview_classifiers/early_fusion_decision_tree.py
+++ b/summit/multiview_platform/multiview_classifiers/early_fusion_decision_tree.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from .additions.early_fusion_from_monoview import BaseEarlyFusion
 from ..utils.hyper_parameter_search import CustomRandint
 
diff --git a/summit/multiview_platform/multiview_classifiers/early_fusion_gradient_boosting.py b/summit/multiview_platform/multiview_classifiers/early_fusion_gradient_boosting.py
index f87d3360..ccfc6c44 100644
--- a/summit/multiview_platform/multiview_classifiers/early_fusion_gradient_boosting.py
+++ b/summit/multiview_platform/multiview_classifiers/early_fusion_gradient_boosting.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from .additions.early_fusion_from_monoview import BaseEarlyFusion
 from ..utils.hyper_parameter_search import CustomRandint
 from ..monoview_classifiers.gradient_boosting import CustomDecisionTreeGB
diff --git a/summit/multiview_platform/multiview_classifiers/early_fusion_lasso.py b/summit/multiview_platform/multiview_classifiers/early_fusion_lasso.py
index 828b7155..a4c50a69 100644
--- a/summit/multiview_platform/multiview_classifiers/early_fusion_lasso.py
+++ b/summit/multiview_platform/multiview_classifiers/early_fusion_lasso.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from .additions.early_fusion_from_monoview import BaseEarlyFusion
 from ..utils.hyper_parameter_search import CustomUniform, CustomRandint
 
diff --git a/summit/multiview_platform/multiview_classifiers/early_fusion_random_forest.py b/summit/multiview_platform/multiview_classifiers/early_fusion_random_forest.py
index 1a01aa31..1de29aec 100644
--- a/summit/multiview_platform/multiview_classifiers/early_fusion_random_forest.py
+++ b/summit/multiview_platform/multiview_classifiers/early_fusion_random_forest.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from .additions.early_fusion_from_monoview import BaseEarlyFusion
diff --git a/summit/multiview_platform/multiview_classifiers/early_fusion_sgd.py b/summit/multiview_platform/multiview_classifiers/early_fusion_sgd.py
index 580b4662..c023c6c2 100644
--- a/summit/multiview_platform/multiview_classifiers/early_fusion_sgd.py
+++ b/summit/multiview_platform/multiview_classifiers/early_fusion_sgd.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from .additions.early_fusion_from_monoview import BaseEarlyFusion
 from ..utils.hyper_parameter_search import CustomUniform
 
diff --git a/summit/multiview_platform/multiview_classifiers/early_fusion_svm_rbf.py b/summit/multiview_platform/multiview_classifiers/early_fusion_svm_rbf.py
index 6d427c98..df2a0d8a 100644
--- a/summit/multiview_platform/multiview_classifiers/early_fusion_svm_rbf.py
+++ b/summit/multiview_platform/multiview_classifiers/early_fusion_svm_rbf.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from .additions.early_fusion_from_monoview import BaseEarlyFusion
 from ..utils.hyper_parameter_search import CustomUniform
 
diff --git a/summit/multiview_platform/multiview_classifiers/entropy_fusion.py b/summit/multiview_platform/multiview_classifiers/entropy_fusion.py
index 6a30b569..8168486f 100644
--- a/summit/multiview_platform/multiview_classifiers/entropy_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/entropy_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from summit.multiview_platform.multiview_classifiers.additions.diversity_utils import \
diff --git a/summit/multiview_platform/multiview_classifiers/lp_norm_mkl.py b/summit/multiview_platform/multiview_classifiers/lp_norm_mkl.py
index 9ae3ec93..7cbf65d1 100644
--- a/summit/multiview_platform/multiview_classifiers/lp_norm_mkl.py
+++ b/summit/multiview_platform/multiview_classifiers/lp_norm_mkl.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 
 from multimodal.kernels.lpMKL import MKL
 
diff --git a/summit/multiview_platform/multiview_classifiers/majority_voting_fusion.py b/summit/multiview_platform/multiview_classifiers/majority_voting_fusion.py
index 82e37356..f898da2d 100644
--- a/summit/multiview_platform/multiview_classifiers/majority_voting_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/majority_voting_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from ..multiview_classifiers.additions.late_fusion_utils import \
diff --git a/summit/multiview_platform/multiview_classifiers/mucombo.py b/summit/multiview_platform/multiview_classifiers/mucombo.py
index 2776055e..bf2505a7 100644
--- a/summit/multiview_platform/multiview_classifiers/mucombo.py
+++ b/summit/multiview_platform/multiview_classifiers/mucombo.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from sklearn.tree import DecisionTreeClassifier
 
 
diff --git a/summit/multiview_platform/multiview_classifiers/mumbo.py b/summit/multiview_platform/multiview_classifiers/mumbo.py
index 04d241ad..532b4c35 100644
--- a/summit/multiview_platform/multiview_classifiers/mumbo.py
+++ b/summit/multiview_platform/multiview_classifiers/mumbo.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+
 from sklearn.tree import DecisionTreeClassifier
 import numpy as np
 import os
diff --git a/summit/multiview_platform/multiview_classifiers/mvml.py b/summit/multiview_platform/multiview_classifiers/mvml.py
index 458b42c7..0f70eb57 100644
--- a/summit/multiview_platform/multiview_classifiers/mvml.py
+++ b/summit/multiview_platform/multiview_classifiers/mvml.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 
 from multimodal.kernels.mvml import MVML
 
diff --git a/summit/multiview_platform/multiview_classifiers/svm_jumbo_fusion.py b/summit/multiview_platform/multiview_classifiers/svm_jumbo_fusion.py
index f0a7bd62..273a4f3c 100644
--- a/summit/multiview_platform/multiview_classifiers/svm_jumbo_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/svm_jumbo_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+
 from sklearn.svm import SVC
 
 from .additions.jumbo_fusion_utils import BaseJumboFusion
diff --git a/summit/multiview_platform/multiview_classifiers/weighted_linear_early_fusion.py b/summit/multiview_platform/multiview_classifiers/weighted_linear_early_fusion.py
index c131e9a9..cd58975b 100644
--- a/summit/multiview_platform/multiview_classifiers/weighted_linear_early_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/weighted_linear_early_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from .additions.fusion_utils import BaseFusionClassifier
diff --git a/summit/multiview_platform/multiview_classifiers/weighted_linear_late_fusion.py b/summit/multiview_platform/multiview_classifiers/weighted_linear_late_fusion.py
index a7f488a1..0d3c8478 100644
--- a/summit/multiview_platform/multiview_classifiers/weighted_linear_late_fusion.py
+++ b/summit/multiview_platform/multiview_classifiers/weighted_linear_late_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 from ..multiview_classifiers.additions.late_fusion_utils import \
diff --git a/summit/multiview_platform/result_analysis/duration_analysis.py b/summit/multiview_platform/result_analysis/duration_analysis.py
index 5c109ed0..5ea0b021 100644
--- a/summit/multiview_platform/result_analysis/duration_analysis.py
+++ b/summit/multiview_platform/result_analysis/duration_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 
 import pandas as pd
diff --git a/summit/multiview_platform/result_analysis/error_analysis.py b/summit/multiview_platform/result_analysis/error_analysis.py
index aeec9e1e..223176b0 100644
--- a/summit/multiview_platform/result_analysis/error_analysis.py
+++ b/summit/multiview_platform/result_analysis/error_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 # Import built-in modules
 import logging
 import os
diff --git a/summit/multiview_platform/result_analysis/execution.py b/summit/multiview_platform/result_analysis/execution.py
index b503e007..ed7813e1 100644
--- a/summit/multiview_platform/result_analysis/execution.py
+++ b/summit/multiview_platform/result_analysis/execution.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import logging
 
 import pandas as pd
diff --git a/summit/multiview_platform/result_analysis/feature_importances.py b/summit/multiview_platform/result_analysis/feature_importances.py
index 1c6b4188..acec7ee9 100644
--- a/summit/multiview_platform/result_analysis/feature_importances.py
+++ b/summit/multiview_platform/result_analysis/feature_importances.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 
 import numpy as np
diff --git a/summit/multiview_platform/result_analysis/metric_analysis.py b/summit/multiview_platform/result_analysis/metric_analysis.py
index 560976d5..b7ba0455 100644
--- a/summit/multiview_platform/result_analysis/metric_analysis.py
+++ b/summit/multiview_platform/result_analysis/metric_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import logging
 import os
 
diff --git a/summit/multiview_platform/result_analysis/noise_analysis.py b/summit/multiview_platform/result_analysis/noise_analysis.py
index b4fc8121..e5bf9e02 100644
--- a/summit/multiview_platform/result_analysis/noise_analysis.py
+++ b/summit/multiview_platform/result_analysis/noise_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 #
 # import numpy as np
 # import pandas as pd
diff --git a/summit/multiview_platform/result_analysis/tracebacks_analysis.py b/summit/multiview_platform/result_analysis/tracebacks_analysis.py
index 174b2386..069b44b3 100644
--- a/summit/multiview_platform/result_analysis/tracebacks_analysis.py
+++ b/summit/multiview_platform/result_analysis/tracebacks_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 
 
diff --git a/summit/multiview_platform/utils/base.py b/summit/multiview_platform/utils/base.py
index 21c8e7e3..a01edd80 100644
--- a/summit/multiview_platform/utils/base.py
+++ b/summit/multiview_platform/utils/base.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 from abc import abstractmethod
 from datetime import timedelta as hms
 
diff --git a/summit/multiview_platform/utils/configuration.py b/summit/multiview_platform/utils/configuration.py
index 9c79b83b..4d8865db 100644
--- a/summit/multiview_platform/utils/configuration.py
+++ b/summit/multiview_platform/utils/configuration.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 
 import yaml
diff --git a/summit/multiview_platform/utils/dataset.py b/summit/multiview_platform/utils/dataset.py
index beaf5829..9bd247c5 100644
--- a/summit/multiview_platform/utils/dataset.py
+++ b/summit/multiview_platform/utils/dataset.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import logging
 import os
 import select
diff --git a/summit/multiview_platform/utils/execution.py b/summit/multiview_platform/utils/execution.py
index 4c2e94b7..9a22116b 100644
--- a/summit/multiview_platform/utils/execution.py
+++ b/summit/multiview_platform/utils/execution.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import argparse
 import logging
 import os
diff --git a/summit/multiview_platform/utils/get_multiview_db.py b/summit/multiview_platform/utils/get_multiview_db.py
index 81d842fe..0133f652 100644
--- a/summit/multiview_platform/utils/get_multiview_db.py
+++ b/summit/multiview_platform/utils/get_multiview_db.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 
 import h5py
diff --git a/summit/multiview_platform/utils/hyper_parameter_search.py b/summit/multiview_platform/utils/hyper_parameter_search.py
index 49ed36bc..a42d30db 100644
--- a/summit/multiview_platform/utils/hyper_parameter_search.py
+++ b/summit/multiview_platform/utils/hyper_parameter_search.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import traceback
 import yaml
 from abc import abstractmethod
diff --git a/summit/multiview_platform/utils/make_file_config.py b/summit/multiview_platform/utils/make_file_config.py
index 019ca606..ada0eacb 100644
--- a/summit/multiview_platform/utils/make_file_config.py
+++ b/summit/multiview_platform/utils/make_file_config.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import importlib
 import inspect
 
diff --git a/summit/multiview_platform/utils/multiclass.py b/summit/multiview_platform/utils/multiclass.py
index 2d7189e2..fb3d5522 100644
--- a/summit/multiview_platform/utils/multiclass.py
+++ b/summit/multiview_platform/utils/multiclass.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import array
 
 import numpy as np
diff --git a/summit/multiview_platform/utils/multiview_result_analysis.py b/summit/multiview_platform/utils/multiview_result_analysis.py
index a980b3be..dbadc546 100644
--- a/summit/multiview_platform/utils/multiview_result_analysis.py
+++ b/summit/multiview_platform/utils/multiview_result_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 # from .. import metrics
 #
 # # Author-Info
diff --git a/summit/multiview_platform/utils/organization.py b/summit/multiview_platform/utils/organization.py
index ca859bf5..75ab3258 100644
--- a/summit/multiview_platform/utils/organization.py
+++ b/summit/multiview_platform/utils/organization.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import errno
 import os
 
diff --git a/summit/multiview_platform/utils/transformations.py b/summit/multiview_platform/utils/transformations.py
index 17e7b90d..ae2bf444 100644
--- a/summit/multiview_platform/utils/transformations.py
+++ b/summit/multiview_platform/utils/transformations.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import numpy as np
 
 
diff --git a/summit/tests/test_exec_classif.py b/summit/tests/test_exec_classif.py
index 3d8d94e2..901d1594 100644
--- a/summit/tests/test_exec_classif.py
+++ b/summit/tests/test_exec_classif.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 
diff --git a/summit/tests/test_metrics/test_metrics.py b/summit/tests/test_metrics/test_metrics.py
index 8b42273a..41bc9a8c 100644
--- a/summit/tests/test_metrics/test_metrics.py
+++ b/summit/tests/test_metrics/test_metrics.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import summit.multiview_platform.metrics as metrics
 import pkgutil
diff --git a/summit/tests/test_mono_view/test_exec_classif_mono_view.py b/summit/tests/test_mono_view/test_exec_classif_mono_view.py
index 4bd74941..222f46e8 100644
--- a/summit/tests/test_mono_view/test_exec_classif_mono_view.py
+++ b/summit/tests/test_mono_view/test_exec_classif_mono_view.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 
diff --git a/summit/tests/test_mono_view/test_monoview_utils.py b/summit/tests/test_mono_view/test_monoview_utils.py
index a26df470..ccd01252 100644
--- a/summit/tests/test_mono_view/test_monoview_utils.py
+++ b/summit/tests/test_mono_view/test_monoview_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 
 import numpy as np
diff --git a/summit/tests/test_monoview_classifiers/test_adaboost.py b/summit/tests/test_monoview_classifiers/test_adaboost.py
index 3b26858a..3fcb0807 100644
--- a/summit/tests/test_monoview_classifiers/test_adaboost.py
+++ b/summit/tests/test_monoview_classifiers/test_adaboost.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 # import unittest
 # import numpy as np
 # from sklearn.tree import DecisionTreeClassifier
diff --git a/summit/tests/test_monoview_classifiers/test_compatibility.py b/summit/tests/test_monoview_classifiers/test_compatibility.py
index e821e822..ce06b37e 100644
--- a/summit/tests/test_monoview_classifiers/test_compatibility.py
+++ b/summit/tests/test_monoview_classifiers/test_compatibility.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 # import os
 # import unittest
 #
diff --git a/summit/tests/test_multi_view/test_exec_multiview.py b/summit/tests/test_multi_view/test_exec_multiview.py
index eec5aa5e..2478d221 100644
--- a/summit/tests/test_multi_view/test_exec_multiview.py
+++ b/summit/tests/test_multi_view/test_exec_multiview.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 
diff --git a/summit/tests/test_multi_view/test_multiview_utils.py b/summit/tests/test_multi_view/test_multiview_utils.py
index 7ead1eb6..cda2dd23 100644
--- a/summit/tests/test_multi_view/test_multiview_utils.py
+++ b/summit/tests/test_multi_view/test_multiview_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 
diff --git a/summit/tests/test_multiview_classifiers/Test_PseudoCQMeasure/test_PseudoCQFusionModule.py b/summit/tests/test_multiview_classifiers/Test_PseudoCQMeasure/test_PseudoCQFusionModule.py
index 1eb37cd5..66e99adc 100644
--- a/summit/tests/test_multiview_classifiers/Test_PseudoCQMeasure/test_PseudoCQFusionModule.py
+++ b/summit/tests/test_multiview_classifiers/Test_PseudoCQMeasure/test_PseudoCQFusionModule.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 # import unittest
 #
 # import numpy as np
diff --git a/summit/tests/test_multiview_classifiers/test_additions/test_diversity_utils.py b/summit/tests/test_multiview_classifiers/test_additions/test_diversity_utils.py
index ac499d53..51f97b17 100644
--- a/summit/tests/test_multiview_classifiers/test_additions/test_diversity_utils.py
+++ b/summit/tests/test_multiview_classifiers/test_additions/test_diversity_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 
diff --git a/summit/tests/test_multiview_classifiers/test_additions/test_jumbo_fusion_utils.py b/summit/tests/test_multiview_classifiers/test_additions/test_jumbo_fusion_utils.py
index d78d9ec1..67089a96 100644
--- a/summit/tests/test_multiview_classifiers/test_additions/test_jumbo_fusion_utils.py
+++ b/summit/tests/test_multiview_classifiers/test_additions/test_jumbo_fusion_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 
diff --git a/summit/tests/test_multiview_classifiers/test_difficulty_fusion.py b/summit/tests/test_multiview_classifiers/test_difficulty_fusion.py
index e36c7816..eb4e6fa1 100644
--- a/summit/tests/test_multiview_classifiers/test_difficulty_fusion.py
+++ b/summit/tests/test_multiview_classifiers/test_difficulty_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 
 import numpy as np
diff --git a/summit/tests/test_multiview_classifiers/test_disagree_fusion.py b/summit/tests/test_multiview_classifiers/test_disagree_fusion.py
index eec8f8bd..5dda6ece 100644
--- a/summit/tests/test_multiview_classifiers/test_disagree_fusion.py
+++ b/summit/tests/test_multiview_classifiers/test_disagree_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 # # import unittest
 #
 import numpy as np
diff --git a/summit/tests/test_multiview_classifiers/test_diversity_utils.py b/summit/tests/test_multiview_classifiers/test_diversity_utils.py
index 956dd48b..2a697f7c 100644
--- a/summit/tests/test_multiview_classifiers/test_diversity_utils.py
+++ b/summit/tests/test_multiview_classifiers/test_diversity_utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 #
 # import numpy as np
 # import unittest
diff --git a/summit/tests/test_multiview_classifiers/test_double_fault_fusion.py b/summit/tests/test_multiview_classifiers/test_double_fault_fusion.py
index 5ccdb84d..7da730db 100644
--- a/summit/tests/test_multiview_classifiers/test_double_fault_fusion.py
+++ b/summit/tests/test_multiview_classifiers/test_double_fault_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 
 import numpy as np
 import unittest
diff --git a/summit/tests/test_multiview_classifiers/test_entropy_fusion.py b/summit/tests/test_multiview_classifiers/test_entropy_fusion.py
index 56095201..ae61ca05 100644
--- a/summit/tests/test_multiview_classifiers/test_entropy_fusion.py
+++ b/summit/tests/test_multiview_classifiers/test_entropy_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 
 import numpy as np
diff --git a/summit/tests/test_multiview_classifiers/test_weighted_linear_early_fusion.py b/summit/tests/test_multiview_classifiers/test_weighted_linear_early_fusion.py
index eec5485c..ca159f85 100644
--- a/summit/tests/test_multiview_classifiers/test_weighted_linear_early_fusion.py
+++ b/summit/tests/test_multiview_classifiers/test_weighted_linear_early_fusion.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 
 import numpy as np
diff --git a/summit/tests/test_result_analysis/test_duration_analysis.py b/summit/tests/test_result_analysis/test_duration_analysis.py
index faa84935..9915fe24 100644
--- a/summit/tests/test_result_analysis/test_duration_analysis.py
+++ b/summit/tests/test_result_analysis/test_duration_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 import pandas as pd
diff --git a/summit/tests/test_result_analysis/test_error_analysis.py b/summit/tests/test_result_analysis/test_error_analysis.py
index 5f9c58dd..4ab7766c 100644
--- a/summit/tests/test_result_analysis/test_error_analysis.py
+++ b/summit/tests/test_result_analysis/test_error_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 
diff --git a/summit/tests/test_result_analysis/test_execution.py b/summit/tests/test_result_analysis/test_execution.py
index 8d2e537d..8e8b142b 100644
--- a/summit/tests/test_result_analysis/test_execution.py
+++ b/summit/tests/test_result_analysis/test_execution.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 import pandas as pd
diff --git a/summit/tests/test_result_analysis/test_feature_importances.py b/summit/tests/test_result_analysis/test_feature_importances.py
index b5f0f71d..07cf7602 100644
--- a/summit/tests/test_result_analysis/test_feature_importances.py
+++ b/summit/tests/test_result_analysis/test_feature_importances.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 import pandas as pd
diff --git a/summit/tests/test_result_analysis/test_metric_analysis.py b/summit/tests/test_result_analysis/test_metric_analysis.py
index a705bae8..006e4a7e 100644
--- a/summit/tests/test_result_analysis/test_metric_analysis.py
+++ b/summit/tests/test_result_analysis/test_metric_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 import pandas as pd
diff --git a/summit/tests/test_result_analysis/test_tracebacks_analysis.py b/summit/tests/test_result_analysis/test_tracebacks_analysis.py
index 5c78b443..a78948c7 100644
--- a/summit/tests/test_result_analysis/test_tracebacks_analysis.py
+++ b/summit/tests/test_result_analysis/test_tracebacks_analysis.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 import pandas as pd
diff --git a/summit/tests/test_utils/test_GetMultiviewDB.py b/summit/tests/test_utils/test_GetMultiviewDB.py
index ce4392f6..e19cdc8b 100644
--- a/summit/tests/test_utils/test_GetMultiviewDB.py
+++ b/summit/tests/test_utils/test_GetMultiviewDB.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 
diff --git a/summit/tests/test_utils/test_base.py b/summit/tests/test_utils/test_base.py
index 23eda806..54c8955d 100644
--- a/summit/tests/test_utils/test_base.py
+++ b/summit/tests/test_utils/test_base.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 import yaml
diff --git a/summit/tests/test_utils/test_configuration.py b/summit/tests/test_utils/test_configuration.py
index 49a4f795..689334a4 100644
--- a/summit/tests/test_utils/test_configuration.py
+++ b/summit/tests/test_utils/test_configuration.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 import yaml
diff --git a/summit/tests/test_utils/test_dataset.py b/summit/tests/test_utils/test_dataset.py
index 8536f900..04bc1c03 100644
--- a/summit/tests/test_utils/test_dataset.py
+++ b/summit/tests/test_utils/test_dataset.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import h5py
 import numpy as np
diff --git a/summit/tests/test_utils/test_execution.py b/summit/tests/test_utils/test_execution.py
index 93c01cab..12ff2849 100644
--- a/summit/tests/test_utils/test_execution.py
+++ b/summit/tests/test_utils/test_execution.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 
diff --git a/summit/tests/test_utils/test_hyper_parameter_search.py b/summit/tests/test_utils/test_hyper_parameter_search.py
index 65381b95..62c42326 100644
--- a/summit/tests/test_utils/test_hyper_parameter_search.py
+++ b/summit/tests/test_utils/test_hyper_parameter_search.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import unittest
 
diff --git a/summit/tests/test_utils/test_multiclass.py b/summit/tests/test_utils/test_multiclass.py
index 95e156ad..79f16917 100644
--- a/summit/tests/test_utils/test_multiclass.py
+++ b/summit/tests/test_utils/test_multiclass.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 
 import numpy as np
diff --git a/summit/tests/test_utils/test_transormations.py b/summit/tests/test_utils/test_transormations.py
index 6788c15c..24838959 100644
--- a/summit/tests/test_utils/test_transormations.py
+++ b/summit/tests/test_utils/test_transormations.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import unittest
 import numpy as np
 
diff --git a/summit/tests/utils.py b/summit/tests/utils.py
index 5ce5d8d6..1f57ebfd 100644
--- a/summit/tests/utils.py
+++ b/summit/tests/utils.py
@@ -1,3 +1,40 @@
+# ######### COPYRIGHT #########
+#
+# Copyright(c) 2025
+# -----------------
+#
+#
+# * Université d'Aix Marseille (AMU) -
+# * Centre National de la Recherche Scientifique (CNRS) -
+# * Université de Toulon (UTLN).
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
+#
+# Contributors:
+# ------------
+#
+# * Sokol Koço <sokol.koco_AT_lis-lab.fr>
+# * Cécile Capponi <cecile.capponi_AT_univ-amu.fr>
+# * Dominique Benielli <dominique.benielli_AT_univ-amu.fr>
+# * Baptiste Bauvin <baptiste.bauvin_AT_univ-amu.fr>
+#
+# Description:
+# -----------
+#
+#
+#
+# Version:
+# -------
+#
+# * multiview_generator version = 0.0.1
+#
+# Licence:
+# -------
+#
+# License: New BSD License
+#
+#
+# ######### COPYRIGHT #########
+#
 import os
 import numpy as np
 import h5py
-- 
GitLab