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Tagged with “c-extensions”

Why Many Python Libraries Are Mainly Written in C
Software Engineering May 26, 2026 5 min read

Why Many Python Libraries Are Mainly Written in C

The engineering reasons behind Python's C extension ecosystem — from the GIL and CPython internals to why NumPy, pandas, and PyTorch are C/C++ at their core.

  • python
  • cpython
  • c-extensions
  • performance
  • systems-programming
  • numpy
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