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What label should be applied to a pull request in SciPy development if it has review comments that haven’t been addressed for a while?
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needs-work
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What submodule in SciPy is used for performing K-means clustering and vector quantization in version 1.9.0?
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scipy.cluster.vq
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What is the version of SciPy released on February 20, 2016?
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0.17.0
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Which function in the list has the capability to perform a conjugate dot product operation?
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cdotc
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Which SciPy submodule is recommended for new code instead of the legacy `scipy.fftpack` for performing Fast Fourier Transforms?
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scipy.fft
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Which data structures in SciPy are currently not thread-safe, potentially leading to data corruption or crashes when shared across multiple threads?
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Sparse arrays and matrices in `scipy.sparse`, k-D trees in `scipy.spatial`.
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Which submodule of `scipy.stats` can be used without risk of unexpected changes, according to the SciPy documentation?
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`scipy.stats.distributions`
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What is the recommended way to import the `curve_fit` function according to the SciPy 1.15.1 guidelines?
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from scipy import optimize
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What is the function in scipy.stats used to compute global sensitivity indices of Sobol'?
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sobol_indices
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What method in scipy.stats.mstats is used to compute the Harrell-Davis estimate of the median along the given axis?
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hdmedian
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What adjustment method is used in Scipy to control the false discovery rate of p-values?
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false_discovery_control
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What function in SciPy's version 1.15.2 is used to evaluate the Hessian of a function numerically?
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hessian
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Which specific function from SciPy's ndimage module would you use to calculate the Multidimensional Laplace filter using Gaussian second derivatives?
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gaussian_laplace
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Which version of SciPy does the document specify as the release on December 01, 2011?
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0.10.0
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What is the purpose of the `overwrite_<>` option in low-level BLAS functions in SciPy version 1.15.2?
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Allows input arrays to be overwritten, avoiding extra memory allocation if conditions on memory order and data type are met.
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What method does the `quadratic_assignment` function in SciPy support for approximating solutions to the quadratic assignment problem?
|
faq, 2opt
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What is the function in SciPy's sparse linear algebra module used to compute the inverse of a sparse array?
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inv
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Which SciPy submodule provides functionality for hierarchical clustering as of version 0.10.1?
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scipy.cluster.hierarchy
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What error message is returned when attempting to access a non-existent URL on the SciPy documentation server version 0.17.1?
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Not Found
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Which module in SciPy provides functions for working with multi-dimensional image processing, according to the SciPy 0.10.0 Reference Guide?
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scipy.ndimage
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What is the scipy function to evaluate a cubic spline at new points given its coefficients, and what is its required first parameter?
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`cspline1d_eval`, `cj`
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What tool from the Python standard library is mentioned for managing virtual environments when setting up a development environment for SciPy?
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venv
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What is the purpose of the `log1p` function in scipy.special for values of _x_ near zero?
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Calculates log(1 + x) to maintain numerical accuracy.
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What is the preferred form for importing functions from submodules of SciPy, specifically excluding the scipy.io submodule?
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from scipy import submodule
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What is the value of the fine-structure constant?
|
0.0072973525643
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Which module in SciPy version 0.14.1 is specifically used for handling compressed sparse graph routines?
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`scipy.sparse.csgraph`
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What method in SciPy 1.15.2 would you use for adaptive integration of a vector-valued function?
|
quad_vec
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Which SciPy submodule contains functions related to transformations in the spatial domain and is considered public?
|
scipy.spatial.transform
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Which method in scipy's integrate module, as of version 1.15.2, uses the tanh-sinh quadrature to evaluate a convergent integral numerically?
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tanhsinh
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What version of SciPy had a release date of January 11, 2015?
|
0.15.0
|
What is the recommended location for tutorial-style documentation in SciPy?
|
`doc/source/tutorial/`
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What prefix is recommended for private modules within the "yyy" directory structure according to SciPy guidelines?
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_
|
What version of SciPy is mentioned as having outdated documentation in the server errors?
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0.18.0
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How should the `curve_fit` function be imported according to the guidelines for importing functions from SciPy, specifically in version 1.15.2 (stable)?
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from scipy import optimize
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Which function in SciPy 1.15.2 is used for adaptive integration of a vector-valued function?
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quad_vec
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Which submodule within SciPy is an exception to the general loading mechanism, requiring a deeper import level for access to certain functions?
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scipy.sparse.linalg
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Which function in scipy.stats is used to compute the Pearson correlation coefficient and test for non-correlation?
|
pearsonr
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What is the primary purpose of the `overwrite_<parameter>` option in many low-level LAPACK functions in SciPy 1.15.2?
|
Avoid extra memory allocation by allowing input arrays to be overwritten.
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Which function is used to adjust p-values to control the false discovery rate in the current version of SciPy?
|
false_discovery_control
|
What submodule in SciPy is used for clustering and is unlikely to have changes without a prior deprecation warning?
|
scipy.cluster
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Which function is specifically noted to be removed in SciPy version 1.14.0?
|
interp2d
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Which module in SciPy is suggested for importing if it shares its name with a standard library module to avoid conflicts?
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scipy.io
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What is the function in `scipy.spatial.distance` used for converting a vector-form distance vector to a square-form distance matrix?
|
squareform
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Given the server configurations and Apache version mentioned, what port is being used to handle HTTPS requests?
|
443
|
What error number indicates a convergence error when using the Cython API for root finding in SciPy?
|
-2
|
What function in the scipy.stats.contingency module calculates the degree of association between two nominal variables?
|
association
|
What are the primary advantages of using Interpolative Decomposition (ID) over Singular Value Decomposition (SVD) when computing a matrix factorization?
|
Cheaper to construct, preserves matrix structure, more efficient to compute with.
|
Which method in `scipy.signal` is used for finding the fastest convolution or correlation technique for two N-dimensional arrays?
|
choose_conv_method
|
Which submodule of SciPy is recommended for new code to perform Fourier transforms instead of the legacy `scipy.fftpack`?
|
scipy.fft
|
What prefix should be used for private modules in a SciPy package according to the conventions outlined in version 1.15.2?
|
_
|
Which function in scipy.ndimage applies a multidimensional Gaussian filter?
|
gaussian_filter
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Which method in "scipy.sparse.linalg" is used specifically for locally optimal block preconditioned conjugate gradient calculations?
|
lobpcg
|
What is the neutron gyromagnetic ratio in MHz/T?
|
29.1646935 MHz/T
|
Which set of compilers is recommended for building SciPy on Windows for compatibility and ease of installation, and why?
|
Mingw-w64 compilers (gcc, g++, gfortran)
|
Identify one function from the list that is specifically related to copying or transferring matrix data.
|
clacpy
|
Identify one method from the list provided that is primarily used for solving a system of linear equations.
|
dgesv
|
What type of operation does the `x * y` syntax perform when using SciPy sparse arrays?
|
Element-wise multiplication.
|
What convention is recommended for naming private modules in SciPy according to the documentation for version 1.14.1?
|
Modules should be prefixed with an underscore `_`, for instance `yyy/_somemodule.py`.
|
Which submodule in SciPy is recommended to avoid importing directly due to a naming conflict with a standard library module?
|
scipy.io
|
Which `scipy.signal` function uses the overlap-add method for convolution?
|
oaconvolve
|
Which `scipy.signal` function computes the frequency response of a digital filter in ZPK form?
|
freqz_zpk
|
Which module in SciPy should you import for working with Fourier transforms and is specifically categorized as public API according to the version guidelines?
|
scipy.fft
|
According to the defined public API of SciPy, which submodule is recommended for importing the `curve_fit` function, and how should it be imported to follow best practices?
|
from scipy import optimize
|
What is the numerical value of the triton's magnetic moment to the nuclear magneton ratio?
|
2.978962465
|
What is the triton mass energy equivalent in joules?
|
4.5003878119e-10 J
|
What is the electron volt-hartree relationship value?
|
0.036749322175665 E_h
|
What is the ratio of the electron's magnetic moment to the nuclear magneton?
|
-1838.281971877
|
Which Bessel function in SciPy does not accept NumPy arrays and therefore is not a universal function?
|
lmbda
|
What function in SciPy is used to compute a two-sided bootstrap confidence interval of a statistic?
|
bootstrap
|
What purpose does the `solve_sylvester` function serve in solving the Sylvester equation in SciPy 1.15.2?
|
Computes a solution (X) to the Sylvester equation \( AX + XB = Q \).
|
What is the submodule in SciPy 1.15.2 that provides functionality for numerical optimization?
|
scipy.optimize
|
What algorithm can be used for finding the K-Shortest Paths in a graph using SciPy version 1.15.2?
|
Yen's K-Shortest Paths algorithm
|
Which function in SciPy's LAPACK library is a wrapper for `dgetri_lwork` and specifically calculates the optimal work size for matrix inversion using double-precision real numbers?
|
scipy.linalg.lapack.dgetri_lwork
|
Which function can adjust p-values to control the false discovery rate in Python's scipy.stats module?
|
false_discovery_control
|
Which scipy.stats function is used to compute a two-sided bootstrap confidence interval for a statistic?
|
bootstrap
|
Which Python naming convention indicates a private method or function in SciPy's API?
|
Names beginning with a leading underscore.
|
Which module in SciPy 1.10.0 contains functions for hierarchical clustering?
|
scipy.cluster.hierarchy
|
What tool was used to create the SciPy v0.15.0 Reference Guide?
|
Sphinx 1.2.2
|
Which library version must users refer to for the latest stable release of SciPy according to the information provided?
|
1.15.1
|
What specific Python module in SciPy v0.14.1 is used for performing Fourier Transforms?
|
scipy.fftpack
|
Which function in scipy.stats.contingency computes the risk ratio?
|
relative_risk
|
What function from SciPy's `scipy.linalg` module can be used to solve a Toeplitz system using Levinson Recursion?
|
solve_toeplitz
|
What is the function name used in SciPy version 1.15.2 to compute the symmetric elliptic integral of the second kind?
|
elliprg
|
What is the scipy.stats class used for modeling a generalized logistic continuous random variable?
|
genlogistic
|
Which Python package is specifically mentioned for Bayesian statistical modeling?
|
PyMC
|
Which module in SciPy is recommended to use with its full namespace to avoid conflicts with the Python standard library, and why?
|
scipy.io
|
Which import method is recommended for accessing the `curve_fit` function from SciPy's `optimize` module according to the documentation?
|
from scipy import optimize
|
What is the function used to perform iterative sigma-clipping of array elements in SciPy?
|
`sigmaclip`
|
Which `scipy.cluster` module provides functions for hierarchical clustering and supports visualizing clusters with dendrograms?
|
scipy.cluster.hierarchy
|
Which SciPy function computes the geometric standard score?
|
gzscore
|
What types of clustering does the `scipy.cluster.vq` module specifically support in SciPy version 1.15.2?
|
k-means and vector quantization
|
What Python package does `scipy.datasets` rely on for fetching data files?
|
Pooch
|
Which submodule in SciPy 1.15.1 is responsible for efficient computation involving linear algebra operations?
|
scipy.linalg
|
What is the location of the system cache directory for SciPy dataset files on macOS?
|
~/Library/Caches/scipy-data
|
What are the three parameters used to represent an Interpolative Decomposition (ID) as described in scipy version 1.9?
|
1. A rank `k`
2. An index array `idx`
3. Interpolation coefficients `proj`
|
Which submodule in SciPy 1.15.1 is related to statistical distributions?
|
scipy.stats
|
Which function from the `scipy.fft` module is used to compute the N-D discrete Fourier Transform for real input?
|
rfftn
|
Which function in scipy.stats.mstats calculates the trimmed standard error of the mean along a given axis?
|
tsem
|
Which function in the `scipy.fft` module computes the Discrete Sine Transform of arbitrary type sequence `x`?
|
dst
|
What syntax in scipy version 1.9 do you use to compute an Interpolative Decomposition (ID) from a matrix given in terms of its action on a vector to a fixed rank?
|
`idx, proj = sli.interp_decomp(L, k)`
|
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