diff --git a/docker/requirements_packages-old.txt b/docker/requirements_packages-old.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98399d377ab04796c923019ba3232760c803a448
--- /dev/null
+++ b/docker/requirements_packages-old.txt
@@ -0,0 +1,34 @@
+# ----------------------------------------------------
+#    ______ _     _ _       __      __             
+#   |  ____(_)   | | |      \ \    / /             
+#   | |__   _  __| | | ___   \ \  / /__ _ ____   __
+#   |  __| | |/ _` | |/ _ \   \ \/ / _ \ '_ \ \ / /
+#   | |    | | (_| | |  __/    \  /  __/ | | \ V / 
+#   |_|    |_|\__,_|_|\___|     \/ \___|_| |_|\_/  
+#                               Fidle pip virtual env
+# ----------------------------------------------------
+#
+# To install your Fidle env, see https://fidle.cnrs.fr/installation
+#
+# OLD version (Keras 2) - To be considered obsolete 
+
+torch
+torchvision
+torch-geometric
+torchtext
+torchdata
+portalocker
+lightning
+-f https://download.pytorch.org/whl/cpu
+tensorflow_cpu>=2.7
+keras
+numpy
+pandas
+jupyterlab
+scikit-image
+scikit-learn
+matplotlib
+plotly
+barviz
+opencv-python
+fidle
\ No newline at end of file
diff --git a/docker/requirements_packages.txt b/docker/requirements_packages.txt
index f4299c3d85a7b8c6ec4e497ee723c2b996d8bc8c..64bcfca315259f6efcc23205d7a54a80143d2c18 100644
--- a/docker/requirements_packages.txt
+++ b/docker/requirements_packages.txt
@@ -9,24 +9,22 @@
 # ----------------------------------------------------
 #
 # To install your Fidle env, see https://fidle.cnrs.fr/installation
+#
+# Keras 3 / PyTorch version (Python 3.9.2)
 
-torch
-torchvision
-torch-geometric
-torchtext
-torchdata
-portalocker
-lightning
--f https://download.pytorch.org/whl/cpu
-tensorflow_cpu>=2.7
-keras
-numpy
-pandas
-jupyterlab
-scikit-image
-scikit-learn
-matplotlib
-plotly
-barviz
-opencv-python
-fidle
+ keras
+ torch
+ torchvision
+ torchaudio
+ tensorboard
+ Scikit-image
+ Scikit-learn
+ Matplotlib
+ plotly
+ barviz
+ numpy
+ Pandas
+ Pandoc
+ pyyaml
+ Jupyterlab
+ fidle
\ No newline at end of file