I have the following structure (Django 1.4):
containing_dir/ myproject/ myapp1/ myapp2/ myapp3/
myproject, myapp1,
To solve this issue just select "myproject" directory in PyCharm and set this as a source root. Your project don't know from which root it has to search for given app. It fixed the issue for me. Thank you.