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Numba is an open-source just-in-time compiler that translates Python functions into optimized machine code using LLVM, enabling numerical algorithms to approach C or FORTRAN speeds. It supports CPU parallelization, SIMD vectorization, and GPU acceleration via CUDA, and integrates seamlessly with NumPy arrays and Jupyter notebooks.
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