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How do you correctly save a CSR sparse matrix named matrix_csr to a file called output.npz using SciPy?

easy📝 Syntax Q3 of 15
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How do you correctly save a CSR sparse matrix named matrix_csr to a file called output.npz using SciPy?
Asave_npz('output.npz', matrix_csr)
Bnp.save('output.npz', matrix_csr)
Cmatrix_csr.save('output.npz')
Dload_npz('output.npz', matrix_csr)
Step-by-Step Solution
Solution:
  1. Step 1: Identify correct function

    Use save_npz to save sparse matrices in SciPy.
  2. Step 2: Correct syntax

    The function signature is save_npz(filename, sparse_matrix).
  3. Final Answer:

    save_npz('output.npz', matrix_csr) -> Option A
  4. Quick Check:

    Check function name and argument order [OK]
Quick Trick: Use save_npz(filename, sparse_matrix) to save sparse matrices [OK]
Common Mistakes:
  • Using np.save which doesn't support sparse matrices
  • Calling save method on sparse matrix object (not available)
  • Confusing load_npz with save_npz

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