Macでの話です

jupyter notebook --generate-config

Writing default config to: /Users/test/.jupyter/jupyter_notebook_config.py

vi /Users/test/.jupyter/jupyter_notebook_config.py

homeにしたいディレクトリを書く

c.NotebookApp.notebook_dir = '/Users/test/python_workspace'