Use Virtualenv within Jupyter Notebook

main.sh

# Install virtualenv
pip3 install virtualenv

# Go to project folder
cd path/to/project-name

# Create environment 'env'
virtualenv env

# Activate environment
source env/bin/activate

# Install ipykernel
(env) pip3 install ipykernel

# Create new kernel for environment 'env'
(env) ipython kernel install --user --name=project-name

# Start Jupyter Notebook
jupyter notebook

# Once started, choose the 'project-name- kernel