SciPy اسئلة واجوبة المقابلات
سؤال 21. How does `scipy.io` module support input and output operations?
The `scipy.io` module provides functions for reading and writing data in various formats, including MATLAB files, NetCDF, and WAV files. It is used for input and output operations in scientific computing.
سؤال 22. What is the purpose of `scipy.fftpack` module?
The `scipy.fftpack` module provides functions for fast Fourier transforms (FFT). It is used for efficient computation of discrete Fourier transforms and related operations.
سؤال 23. Explain the use of `scipy.optimize.least_squares`.
`scipy.optimize.least_squares` is used for solving nonlinear least squares problems. It minimizes the sum of squared differences between observed and predicted values.
سؤال 24. How can you perform sparse matrix factorization using `scipy.sparse.linalg.svds`?
`scipy.sparse.linalg.svds` is used for sparse matrix factorization using the singular value decomposition (SVD) method. It is efficient for large, sparse matrices.
سؤال 25. Explain the purpose of `scipy.stats.multivariate_normal`.
`scipy.stats.multivariate_normal` represents a multivariate normal (Gaussian) random variable. It can be used to generate random samples and evaluate the probability density function.
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