[python] Is it possible to decompile a compiled .pyc file into a .py file?

Decompyle++ (pycdc) was the only one that worked for me: https://github.com/zrax/pycdc

was suggested in Decompile Python 2.7 .pyc

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Is it possible to decompile a compiled .pyc file into a .py file? If Python is interpreted, what are .pyc files?