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5 Feb 2024

Study

NumPy · dtypes

NumPy dtypes (int32, int64, float32, float64, bool), memory per element, casting with astype, and silent integer overflow.

  • Every element in an array has the same dtype, and the dtype fixes how many bytes each one takes.
  • NumPy integer arrays wrap around on overflow instead of growing like Python ints.

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