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ENH: Implement extension in C for calculation of texture matrices.
Affects GLCM, GLRLM and GLSZM calculation. On initialization, extension is loaded and enabled by default. If an error occurs, a warning is logged and matrices will be calculated in full-python mode. Alternatively, full-python mode can be forced by a call to `radiomics.enableCExtensions(False)`. Added `requirements-setup.txt` to specify dependencies needed during setup (requires numpy and cython)
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