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Numba: a LLVM-based Python JIT compiler

LLVM@SC, (2015)

Cited by: 283|Views136
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Abstract

Dynamic, interpreted languages, like Python, are attractive for domain-experts and scientists experimenting with new ideas. However, the performance of the interpreter is often a barrier when scaling to larger data sets. This paper presents a just-in-time compiler for Python that focuses in scientific and array-oriented computing. Startin...More

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Author
Siu Kwan Lam
Siu Kwan Lam
Antoine Pitrou
Antoine Pitrou
Stanley Seibert
Stanley Seibert
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