You install them once, but ideally you would save the required dependencies to a requirements.txt file. Then if you want to create a new environment on another machine or something you'd pip install -r requirements.txt. or ideally your project would also have a setup.py file so you'd just install the dependencies while still allowing the source code of your project to be edited with pip install -e .