added code

create_kernel.sh

+#!/bin/bash
+mkdir -p ~/.local/share/jupyter/kernels/singularity_docker_jupyter
+sed -e "s|/path/to|$PWD|" ./jupyter-jsc/kernel.json > ~/.local/share/jupyter/kernels/singularity_docker_jupyter/kernel.json

example_submission_script.sh

+#!/bin/bash
+#SBATCH --nodes=1
+#SBATCH --ntasks-per-node=1
+#SBATCH --time=00:01:00
+#SBATCH --partition=batch
+#SBATCH --account=atmlaml
+
+module load Singularity-Tools
+echo "-------- Outside of the container -----------"
+python src/hello_world.py
+echo "-------- Inside of the container ------------"
+singularity run singularity_docker_jupyter.sif python3 src/hello_world.py
+echo "--------------------------------------------"

jupyter-jsc/kernel.json

+{
+ "argv": [
+  "/path/to/jupyter-jsc/kernel.sh", 
+  "-f",
+  "{connection_file}"
+ ],
+ "display_name": "singularity_docker_jupyter",
+ "language": "python"
+}

jupyter-jsc/kernel.sh

+#!/bin/bash
+SOURCE_PATH=`dirname ${BASH_SOURCE}`
+module purge
+module load Singularity-Tools
+exec singularity run ${SOURCE_PATH}/../singularity_docker_jupyter.sif python3 -m ipykernel "$@" 

src/hello_world.py

+
+import sys
+print("Hello world. This is my Python version:")
+print(sys.version)
+