An Ubuntu 22.04 Container to be used with Apptainer (former Singularity) 

o python ML tools installed:
    jupyter
    metakernel
    sympy
    statsmodels
    iminuit
    matplotlib
    pandas
    scipy
    scikit-learn
    seaborn
    tensorflow
    tensorflow-datasets
    cppyy
    hep_ml

o Analysis tools installed:
    CERN ROOT v6.36.00

o The continer executable is called:
  ML_ROOT_Ubuntu22_04.sif

o How to use:
  In a terminal on your Linux System you can start the following processes.
  The only requirement to your Linux System is a working apptainer installation

  singularity exec /local/home/marks/bin/ML_ROOT_Ubuntu22_04.sif root --notebook
  singularity exec /local/home/marks/bin/ML_ROOT_Ubuntu22_04.sif root

  singularity exec /local/home/marks/bin/ML_ROOT_Ubuntu22_04.sif python3
  singularity exec /local/home/marks/bin/ML_ROOT_Ubuntu22_04.sif jupyter-notebook

  singularity shell /local/home/marks/bin/ML_ROOT_Ubuntu22_04.sif
  inside this shell you can also start the applications