First, run pip freeze from the directory you want to use it. If you use a virtual environment, make sure that's active. This will show you all packages currently installed
The more exact option is to check the site-packages where they get installed (I use ipython):
How do I find the location of my Python site-packages directory?
$ ipython
In [1]: import site
In [2]: site.getsitepackages()
Out[2]: 
['/usr/local/Cellar/python3/3.6.1/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages',
 '/Library/Python/3.6/site-packages']
then go there:
cchilders:/usr/local/Cellar/python3/3.6.1/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages 
$ ls
IPython                 jupyter_client              python_dateutil-2.6.0.dist-info
Jinja2-2.9.6.dist-info          jupyter_client-5.0.1.dist-info      pytz
MarkupSafe-1.0.dist-info        jupyter_console             pytz-2017.2.dist-info
Pygments-2.2.0.dist-info        jupyter_console-5.1.0.dist-info     pyzmq-16.0.2.dist-info
__pycache__             jupyter_core                qtconsole
appnope                 jupyter_core-4.3.0.dist-info        qtconsole-4.3.0.dist-info
...etc...
The same things you saw on pip freeze should show up here.
Make sure you have the package for the right version of python. If using python 3, you have to say:
pip3 freeze
But apparently the safest way to install is using apt if you have linux:
sudo apt-get install python-tk
Install tkinter for Python