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I had this exact same problem yesterday and it was really frustrating as I had deployed to Django before under the exact same settings with no problem.
In your runtime.txt file change it from:
python-3.5.1
to
python-3.6.1
Why changing the Python version on Heroku matters beats me but it worked like a charm.
Source:stackexchange.com