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Added optional use of FFTW for the ffts (#147)

* added options to configure the use of FFTW

* Added FFTW interface library

* Added rfft, irfft and rfftfreq functions in bmath

* bug fixes regarding windows compatibility

* Added installation instructions for fftw

* Directed all calls to np.fft.*fft to bm.*fft

* added unittests for the ffts

* auto-format

* fixed bug

* fixed bug in rfftfreq

* Added unit-tests for rfftfreq

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