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Look into NumPy, a python package that is designed to work with IEEE floats and allows a lot of detailed work on numerical algorithms.
Beyond cProfile for Python profiling cProfile is hardly the only way to profile a Python application. cProfile is certainly one of the most convenient ways, given that it’s bundled with Python.