diff --git a/README.rst b/README.rst
index 87330b79d4cc8e14af21afd68951fd2ace058f12..9b54820820b9a4d932226ebefd203df352dfe7cd 100644
--- a/README.rst
+++ b/README.rst
@@ -62,6 +62,10 @@ You can get the **source code** from the **Git** repository of the project::
 
   git clone git@gitlab.lis-lab.fr:dev/scikit-multimodallearn.git
 
+or
+
+  git clone git@github.com:multi-learn/scikit-multimodallearn.git
+
 Testing
 ~~~~~~~
 
diff --git a/VERSION b/VERSION
index 1f0d0271cf0b376ab34a890dfa1e3b262d7bc7ac..c1fee131b08bb8b61f65755d86037b7159b34ebc 100644
--- a/VERSION
+++ b/VERSION
@@ -1,2 +1,2 @@
-multimodal:0.0.2
+multimodal:0.0.3
 
diff --git a/copyright.py b/copyright.py
index f471123bb34c1224915666262dce11a8fdef2057..95e2f545adf5af5b748c88311eb926766510e0d8 100644
--- a/copyright.py
+++ b/copyright.py
@@ -70,9 +70,11 @@ def getVersionsAndDate():
 def writeStamp():
     """ Write a copyright stamp on all files """
     stamp = getStamp(*getVersionsAndDate())
+    print("stamp", stamp)
     files = findFiles(os.path.join(os.path.dirname(os.path.abspath(__file__)),
                                    "multimodal"))
     for filename in files:
+        print("filename", filename)
         fileStamping(filename, stamp)
     fileStamping("setup.py", stamp)
 
diff --git a/copyrightstamp.txt b/copyrightstamp.txt
index c863e02343ace6f078f794661f9ed2e1b30e8445..6daa2a82aac66c8b5333ef3b2e8fa32cdbb40105 100644
--- a/copyrightstamp.txt
+++ b/copyrightstamp.txt
@@ -6,7 +6,7 @@ Copyright(c) DATE
 * Université d'Aix Marseille (AMU) -
 * Centre National de la Recherche Scientifique (CNRS) -
 * Université de Toulon (UTLN).
-* Copyright © 2019-2020 AMU, CNRS, UTLN
+* Copyright © 2019-2025 AMU, CNRS, UTLN
 
 Contributors:
 ------------
@@ -36,5 +36,4 @@ Licence:
 
 License: New BSD License
 
-
-######### COPYRIGHT #########
+######### COPYRIGHT #########
\ No newline at end of file
diff --git a/license.txt b/license.txt
index 573f99a8258c728e1aa5bd241ec6941ed7a0d7c1..c962d5a382f1395bc0754f7f4c27c6eece834d68 100644
--- a/license.txt
+++ b/license.txt
@@ -1,6 +1,6 @@
 New BSD License
 
-Copyright (c) 2020-15-01, The scikit-multimodallearn developers.
+Copyright (c) 2025-15-04, The scikit-multimodallearn developers.
 All rights reserved.
 
 Redistribution and use in source and binary forms, with or without
diff --git a/multimodal/__init__.py b/multimodal/__init__.py
index 3b93d0be0c9ec9943a1076a0152b8c244261a3a1..27fdca497c37a411ce6797129774810e4f937b5b 100644
--- a/multimodal/__init__.py
+++ b/multimodal/__init__.py
@@ -1 +1 @@
-__version__ = "0.0.2"
+__version__ = "0.0.3"
diff --git a/multimodal/boosting/boost.py b/multimodal/boosting/boost.py
index bf1f743604e526c765791d7de1164d04b3f5ca61..67c592e0c7b601276c768bd9453e18c43d1efc8c 100644
--- a/multimodal/boosting/boost.py
+++ b/multimodal/boosting/boost.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 import numpy as np
 import scipy.sparse as sp
 from abc import ABCMeta
diff --git a/multimodal/boosting/combo.py b/multimodal/boosting/combo.py
index 5f4ef5346c3b6946acf4cfcda3617fbf09884953..7f3bf903fc8f5794b87e40993a25f289dae1ce20 100644
--- a/multimodal/boosting/combo.py
+++ b/multimodal/boosting/combo.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 r"""
 
 This module contains a **Mu**\ lti\ **C**\ onfusion **M**\ Matrix **B**\ osting (**CoMBo**)
diff --git a/multimodal/boosting/mumbo.py b/multimodal/boosting/mumbo.py
index 30f66fe2e3a7138d8a9c43f759d56f50c5401787..8dd4b8445701d53eb62873a3decbc9739e0fd5e2 100644
--- a/multimodal/boosting/mumbo.py
+++ b/multimodal/boosting/mumbo.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 r"""Multimodal Boosting
 
 This module contains a **Mu**\ lti\ **M**\ odal **Bo**\ osting (**MuMBo**)
diff --git a/multimodal/datasets/data_sample.py b/multimodal/datasets/data_sample.py
index c44b360e9c2d808f51bcfa22acfd32e80b1db8fa..1af5affcc5bc337d3509153d3b8c43f55e6da352 100644
--- a/multimodal/datasets/data_sample.py
+++ b/multimodal/datasets/data_sample.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -24,13 +24,13 @@
 # -----------
 #
 # The multimodal package implement classifiers multiview, 
-# MumboClassifier class, MuCumboClassifier class, MVML class, MKL class.
+# MumboClassifier class, MuComboClassifier class, MVML class, MKL class.
 # compatible with sklearn
 #
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -44,6 +44,8 @@
 #
 #
 #
+#
+#
 
 """This module contains the DataSample class, MultiModalArray, MultiModalSparseArray, MultiModalSparseInfo and MultiModalData, class
 The DataSample class encapsulates a sample 's components
diff --git a/multimodal/kernels/lpMKL.py b/multimodal/kernels/lpMKL.py
index 7e2c7e276a88d66831fa56646ef8b60d2f0a9934..e5ec695bcf7e1344e079fee2e7213c7a3b59cfe0 100644
--- a/multimodal/kernels/lpMKL.py
+++ b/multimodal/kernels/lpMKL.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 import numpy as np
 from sklearn.base import BaseEstimator
 from sklearn.base import ClassifierMixin
diff --git a/multimodal/kernels/mkernel.py b/multimodal/kernels/mkernel.py
index 4424867767218f469bd6fea952b49f8032b83484..1166d0b5287d6c01eb67560a3cb75e6fbb0e2807 100644
--- a/multimodal/kernels/mkernel.py
+++ b/multimodal/kernels/mkernel.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -40,6 +40,8 @@
 #
 # ######### COPYRIGHT #########
 #
+#
+#
 import numpy as np
 import scipy as sp
 from sklearn.metrics.pairwise import pairwise_kernels, PAIRWISE_KERNEL_FUNCTIONS
diff --git a/multimodal/kernels/mvml.py b/multimodal/kernels/mvml.py
index afee667b72dff9a4aed0f73c15ba1708741bbc1f..0a1c5d6f746ef6feb6151451dbe6188ed6564897 100644
--- a/multimodal/kernels/mvml.py
+++ b/multimodal/kernels/mvml.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 import numpy as np
 import scipy.linalg as spli
 from scipy.sparse.linalg import splu
diff --git a/multimodal/tests/data/get_dataset_path.py b/multimodal/tests/data/get_dataset_path.py
index f83880a01730ffde24f7f9c6c94fd65aa82afada..d2d4057e23ae201fc686b29eb4f5358ba08d917e 100644
--- a/multimodal/tests/data/get_dataset_path.py
+++ b/multimodal/tests/data/get_dataset_path.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -24,13 +24,13 @@
 # -----------
 #
 # The multimodal package implement classifiers multiview, 
-# MumboClassifier class, MuCumboClassifier class, MVML class, MKL class.
+# MumboClassifier class, MuComboClassifier class, MVML class, MKL class.
 # compatible with sklearn
 #
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -44,6 +44,8 @@
 #
 #
 #
+#
+#
 
 
 from __future__ import print_function, division
diff --git a/multimodal/tests/datasets/get_dataset_path.py b/multimodal/tests/datasets/get_dataset_path.py
index f83880a01730ffde24f7f9c6c94fd65aa82afada..d2d4057e23ae201fc686b29eb4f5358ba08d917e 100644
--- a/multimodal/tests/datasets/get_dataset_path.py
+++ b/multimodal/tests/datasets/get_dataset_path.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -24,13 +24,13 @@
 # -----------
 #
 # The multimodal package implement classifiers multiview, 
-# MumboClassifier class, MuCumboClassifier class, MVML class, MKL class.
+# MumboClassifier class, MuComboClassifier class, MVML class, MKL class.
 # compatible with sklearn
 #
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -44,6 +44,8 @@
 #
 #
 #
+#
+#
 
 
 from __future__ import print_function, division
diff --git a/multimodal/tests/test_combo.py b/multimodal/tests/test_combo.py
index 5b864e62c9e581cf0d638591b8c21dd537d6f22e..ddf9c1de697964409ad4c85b71558753dae15501 100644
--- a/multimodal/tests/test_combo.py
+++ b/multimodal/tests/test_combo.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -44,6 +44,8 @@
 #
 #
 #
+#
+#
 """Testing for the mumbo module."""
 
 
diff --git a/multimodal/tests/test_data_sample.py b/multimodal/tests/test_data_sample.py
index a25977e9c6b1bd9bc38521dd5e739da3ad7a04b1..80af0b6f91f3a64c5d8a01718c9fdb21677ffc93 100644
--- a/multimodal/tests/test_data_sample.py
+++ b/multimodal/tests/test_data_sample.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 import unittest
 import numpy as np
 
diff --git a/multimodal/tests/test_mkl.py b/multimodal/tests/test_mkl.py
index b384db4ccda716ff50ced1313f9e336725482beb..6dc8951e8eaac429932d9d99c3c08055bd989952 100644
--- a/multimodal/tests/test_mkl.py
+++ b/multimodal/tests/test_mkl.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 import unittest
 import numpy as np
 from sklearn.metrics.pairwise import rbf_kernel
diff --git a/multimodal/tests/test_mumbo.py b/multimodal/tests/test_mumbo.py
index 204097c05f92c5e333c5b7b6be8f97efa1dabfe5..b513b0973f52dd03353fd83b1968bfa64e2969d0 100644
--- a/multimodal/tests/test_mumbo.py
+++ b/multimodal/tests/test_mumbo.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 #"""Testing for the mumbo module."""#
 # Author: Florent JAILLET - Laboratoire d'Informatique et Systèmes - UMR 7020
 
diff --git a/multimodal/tests/test_mvml.py b/multimodal/tests/test_mvml.py
index 3a27d97ebdbe3114b12e306d5d04777af99aa7fc..9d5b69abb136113257109e3ffc8cada1e1f47e2e 100644
--- a/multimodal/tests/test_mvml.py
+++ b/multimodal/tests/test_mvml.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,7 +30,7 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
 # Licence:
 # -------
@@ -39,6 +39,8 @@
 #
 #
 # ######### COPYRIGHT #########
+#
+#
 import pickle
 import unittest
 
diff --git a/setup.py b/setup.py
index 50c5e73ec1556dcd23f92856fb516a2c3639a60f..68db76dfabaff678a75418ae5648b6b3dc195437 100644
--- a/setup.py
+++ b/setup.py
@@ -1,13 +1,13 @@
 # -*- coding: utf-8 -*-
 # ######### COPYRIGHT #########
 #
-# Copyright(c) 2020
+# Copyright(c) 2025
 # -----------------
 #
 # * Université d'Aix Marseille (AMU) -
 # * Centre National de la Recherche Scientifique (CNRS) -
 # * Université de Toulon (UTLN).
-# * Copyright © 2019-2020 AMU, CNRS, UTLN
+# * Copyright © 2019-2025 AMU, CNRS, UTLN
 #
 # Contributors:
 # ------------
@@ -30,9 +30,9 @@
 # Version:
 # -------
 #
-# * multimodal version = 0.0.dev0
+# * multimodal version = 0.0.3
 #
-# Licence:(
+# Licence:
 # -------
 #
 # License: New BSD License
@@ -61,7 +61,7 @@ try:
     from copyright import writeStamp, eraseStamp
 except ImportError:
     USE_COPYRIGHT = False
-
+print(USE_COPYRIGHT)
 ###################
 # Get Multimodal version
 ####################
@@ -128,7 +128,6 @@ class m_sdist(sdist):
 
     WARNING : The stamping must be done on an default utf8 machine !
     """
-
     def run(self):
         if USE_COPYRIGHT:
             writeStamp()