container.md

@@ -7,9 +7,9 @@ Here are provided some very basics directions on how to use LMGC90 in a Singular
 On how to install and use Singularity properly, check their [official website](https://sylabs.io/guides/3.6/user-guide/).
 
 For a direct use, download the image file:
+* [lmgc90_user_2022_rc1.sif](https://seafile.lmgc.univ-montp2.fr/f/f4893573742242c08d7a/?dl=1)
 * [lmgc90_user_2021.sif](https://seafile.lmgc.univ-montp2.fr/f/df2a8b99d59d4055add3/?dl=1)
 * [lmgc90_user_2021_rc1.sif](https://seafile.lmgc.univ-montp2.fr/f/5c8dd98a597042aa96ad/?dl=1)
-* [lmgc90_user_2020.sif](https://seafile.lmgc.univ-montp2.fr/f/f6b75bb93927479cbf28/?dl=1)
 
 On a server or computer with singularity installed, you can directly use the
 singularity image to run a single command with:
@@ -45,8 +45,8 @@ From: ubuntu:focal
     # install packages
     export DEBIAN_FRONTEND=noninteractive
     apt update && apt -y upgrade
-    apt install -y git cmake gcc g++ gfortran liblapack-dev swig python3-dev python3-numpy python3-scipy python3-vtk7 python-is-python3
-    apt install -y cython3
+    apt install -y git cmake gcc g++ gfortran liblapack-dev swig python3-dev python3-numpy cython3 python-is-python3
+    apt install -y python3-scipy python3-matplotlib python3-pandas python3-vtk7 
     apt install -y libhdf5-dev hdf5-tools python3-h5py
 
     # build the sources