virtualenv <venv>
source <venv>/bin/activate
pip install -r requirements.txt
You can add your virtual environment to Jupyter by typing:
python -m ipykernel install --user --name=<venv>
Now you are able to choose the environment as a kernel in Jupyter Notebook.