These are in my PATH:

C:\Users\Big Pigeon\Anaconda3
C:\Users\Big Pigeon\Anaconda3\Scripts
C:\Users\Big Pigeon\Anaconda3\Library\bin
%USERPROFILE%\AppData\Local\Microsoft\WindowsApps
C:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\bin
C:\Program Files\mingw-w64\x86_64-5.3.0-posix-seh-rt_v4-rev0\mingw64\bin

I also did follow the instructions to gendef and dlltool to the 
python35.dll and copy the libpython35.a to my Anaconda3\libs

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