Feature: added cuda version of Simplex proximal #136
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This PR introduces a cuda implementation of the proximal operator for Simplex using numba-cuda. It is based on the results of the KAUST-NVIDIA Hackathon in https://github.com/DIG-Kaust/HPC_Hackathon_DIG.