Setting up Jupyter Notebook for python virtual environment

 Create a virtual environment (my-env)

$ python3 -m venv my-env

$ source my-env/bin/activate

(my-env) $

Install ipykernel module

$ pip install ipykernel

Install iPython Kernel for virtual environment 

$ python -m ipykernel install --user --name=my-env-kernel 

Start jupyter and select my-env-kernel from kernel