The native just-in-time compiler in Python 3.15 can speed up code by as much as 20% or more, although it’s still experimental ...

A small C wrapper around the parts of the LLVM C++ API we need that are not already exposed by the LLVM C API. A ctypes Python wrapper around the C API. A pure Python implementation of the subset of ...

Abstract: Python is a widely used language in scientific computing. When the goal is high performance, however, Python lags far behind low-level languages such as C and Fortran. To support ...

gQuant is a collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks, built on top of the RAPIDS AI project, Numba, and Dask. The examples range from simple ...

Abstract: We present two computing projects, peridynamics simulation and numerical integration on implicit domains, for which we realized high performance implementations using Python with appropriate ...