Profiling - Select with GPU and LAR comparison (#42) * GPU support - Installation extras of CuPy * cupy dependencies * bump hisel version * Cuda kernels * Examples and profilers * Error 137 in tests * Error 137 in tests * Files for README * Profiling - LAR comparison * Profiling LAR * New performance bar plot * update readme * use cprofile in lar comparison