Create a virtual environment: python3 -m venv env. Activate it with source env/bin/activate. Then, pip install -r requirements.txt.

Run ipython kernel install --user. This is because sometimes the path points to the root instead of the virtual environment. To check, open the notebook and run:

import sys 
sys.executable

to make sure it's pointing to the virtual environment.