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Punitha
Punitha

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Manipulate Array Shape

  • NumPy provides different functions to combine arrays.
  • stack()
  • hstack()
  • vstack()

What is stack()?

  • stack() combines arrays along a new axis

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What is hstack()?

  • hstack() combines arrays horizontally.

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Output:

What is vstack()?

  • vstack() combines arrays vertically.

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What is clip()?

  • np.clip() limits array values to a specified minimum and maximum range.

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What is np.where()?

  • np.where() selects one value when a condition is true and another value when it is false.

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