Their development Scalene, an open-source tool for dramatically speeding up the programming language Python, circumvents hardware issues limiting computer processing speeds. A team of computer scientists at the University of Massachusetts Amherst, led by Emery Berger, recently unveiled a prize-wi
Researchers from the University of Massachusetts Amherst introduced Scalene, a cutting-edge Python profiler. Unlike traditional profilers, Scalene uses AI to both identify and suggest fixes for code inefficiencies. This development gains significance as the future leans towards better programming for speed improvements.
There are many different programming languages—C++, Fortran, and Java are some of the more well-known ones—but, in recent years, one language has become nearly ubiquitous: Python. Unfortunately, existing profilers do surprisingly little to help Python programmers. At best, they indicate that a region of code is slow, and leave it to the programmer to figure out what, if anything, can be done.
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