You can instruct Pycharm to automatically reload modules upon changing by adding the following lines to settings->Build,Excecution,Deployment->Console->Python Console in the Starting Script:
%load_ext autoreload
%autoreload 2

Update: This function requires IPython (pip install ipython) as described here: Reloading submodules in IPython