Is there a package from your distro? If you're using ubuntu you must to install the ipython3-notebook package.
If not, maybe you must to install ipython with python3.
If you've run (because it's python2 by default)
python setup.py
you must to run instead
python3 setup.py install
to install a package with python3 instead python2.
This will be a new instalation of ipython3.
In Anaconda "launcher.app" there is “Environment:” pull down menu.
The default environment is called "root". In order to launch application using another environment, just select the desired environment from the list, to make it active.
to open the notebook in the browser. If you have any notebooks saved with python 2 then it will automatically convert them to Python 3 once you open the notebook.