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Memory Management in Python
To speed-up memory operations and reduce fragmentation Python uses a special manager on top of the general-purpose allocator, called PyMalloc.
Artem Golubin
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Optimization tricks in Python: lists and tuples
An overview of optimization tricks for lists and tuples
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How Numba and Cython speed up Python code
A high-level overview of Numba and Cython architectures