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Why does SciPy organize its functionality into submodules like optimize, integrate, and stats instead of one big module?

hard📝 Conceptual Q10 of 15
SciPy - Basics and Scientific Computing
Why does SciPy organize its functionality into submodules like optimize, integrate, and stats instead of one big module?
ATo make installation faster
BTo reduce the size of the SciPy package
CTo improve code readability and maintainability
DTo prevent users from accessing advanced features
Step-by-Step Solution
Solution:
  1. Step 1: Understand modular programming benefits

    Organizing code into submodules helps keep code clear and easier to maintain.
  2. Step 2: Evaluate other options

    Reducing package size or installation speed is not the main reason; preventing access is not a goal.
  3. Final Answer:

    To improve code readability and maintainability -> Option C
  4. Quick Check:

    Modular design improves readability [OK]
Quick Trick: Modular code is easier to read and maintain [OK]
Common Mistakes:
MISTAKES
  • Thinking modularity reduces package size
  • Believing it hides features
  • Assuming it speeds installation

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