diff --git a/requirements_JUWELS.txt b/requirements_JUWELS.txt
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+absl-py==0.9.0                 # in TensorFlow
+astor==0.8.1                   # in TF
+atomicwrites==1.3.0            # in Python
+attrs==19.3.0                  # in Python
+Cartopy==0.17.0
+certifi==2019.11.28            # in Python
+chardet==3.0.4                 # in Python
+cloudpickle==1.3.0             # in Python 
+coverage==5.0.3
+cycler==0.10.0                 # in SciPy-Stack
+Cython==0.29.15                # in Python
+dask==2.11.0                   # in dask
+fsspec==0.6.2                  # in Jupyter
+gast==0.3.3                    # in TF
+grpcio==1.27.2                 # in TF
+h5py==2.10.0                   # in Jupyter
+idna==2.8                      # in Jupyter
+importlib-metadata==1.5.0
+Keras==2.2.4                   # in Keras
+Keras-Applications==1.0.8      # in TF
+Keras-Preprocessing==1.1.0     # in TF 
+kiwisolver==1.1.0              # in SciPy-Stack
+locket==0.2.0                  # in Jupyter
+Markdown==3.2.1                # in TF 
+matplotlib==3.2.0              # in SciPy-Stack 
+mock==4.0.1                    # in Python 
+more-itertools==8.2.0          # in Python 
+numpy==1.18.1                  # in SciPy-Stack
+packaging==20.3                # in Python
+pandas==1.0.1                  # in SciPy-Stack
+partd==1.1.0                   # in Jupyter
+patsy==0.5.1                   # in Jupyter 
+Pillow==7.0.0                  # in Python 
+pluggy==0.13.1                 # in Python
+protobuf==3.11.3               # in Python 
+py==1.8.1                      # ?
+pydot==1.4.1                   # in Python
+pyparsing==2.4.6               # in Python
+pyproj==2.5.0                  # in basemap
+pyshp==2.1.0                   # in basemap
+pytest==5.3.5                  # in python 
+pytest-cov==2.8.1
+pytest-html==2.0.1
+pytest-lazy-fixture==0.6.3
+pytest-metadata==1.8.0
+pytest-sugar
+python-dateutil==2.8.1         # in Python 
+pytz==2019.3                   # in Python 
+PyYAML==5.3                    # in Python 
+requests==2.23.0               # in Python 
+scipy==1.4.1                   # in SciPy-Stack
+seaborn==0.10.0                # in SciPy-Stack
+--no-binary shapely Shapely==1.7.0
+six==1.11.0                    # in Python
+statsmodels==0.11.1            # in Jupyter
+tensorboard==1.13.1            # in TF
+tensorflow-estimator==1.13.0   # in TF
+tensorflow-gpu==1.13.1         # TF
+termcolor==1.1.0               # in TF 
+toolz==0.10.0                  # in Python
+urllib3==1.25.8                # in Python
+wcwidth==0.1.8                 # in Python 
+Werkzeug==1.0.0                # in python
+xarray==0.15.0                 # in SciPy-Stack
+zipp==3.1.0                    # in Jupyter