Bump scipy from 1.7.1 to 1.11.0

[dependabot]

Bumps scipy from 1.7.1 to 1.11.0.

Release notes

Sourced from scipy's releases.

SciPy 1.11.0 Release Notes

SciPy 1.11.0 is the culmination of 6 months of hard work. It contains many new features, numerous bug-fixes, improved test coverage and better documentation. There have been a number of deprecations and API changes in this release, which are documented below. All users are encouraged to upgrade to this release, as there are a large number of bug-fixes and optimizations. Before upgrading, we recommend that users check that their own code does not use deprecated SciPy functionality (to do so, run your code with python -Wd and check for DeprecationWarning s). Our development attention will now shift to bug-fix releases on the 1.11.x branch, and on adding new features on the main branch.

This release requires Python 3.9+ and NumPy 1.21.6 or greater.

For running on PyPy, PyPy3 6.0+ is required.

Highlights of this release

• Several scipy.sparse array API improvements, including sparse.sparray, a new public base class distinct from the older sparse.spmatrix class, proper 64-bit index support, and numerous deprecations paving the way to a modern sparse array experience.
• scipy.stats added tools for survival analysis, multiple hypothesis testing, sensitivity analysis, and working with censored data.
• A new function was added for quasi-Monte Carlo integration, and linear algebra functions det and lu now accept nD-arrays.
• An axes argument was added broadly to ndimage functions, facilitating analysis of stacked image data.

New features

scipy.integrate improvements

• Added scipy.integrate.qmc_quad for quasi-Monte Carlo integration.
• For an even number of points, scipy.integrate.simpson now calculates a parabolic segment over the last three points which gives improved accuracy over the previous implementation.

scipy.cluster improvements

• disjoint_set has a new method subset_size for providing the size of a particular subset.

... (truncated)

Commits

• 2e16ec5 REL: 1.11.0 round 2 [wheel build]
• 58c5d60 Merge pull request #18743 from tylerjereddy/treddy_1_11_0_arm_shims
• 084357e DOC: update 1.11.0 relnotes
• 78973aa TST: flaky test_complex_iir_dlti
• db11851 TST: flaky TestSOSFreqz::test_fs_param
• 7c317cb REL: 1.11.0 "final" [wheel build]
• 8db01f2 Merge pull request #18724 from tylerjereddy/treddy_1_11_0_final_prep
• c717774 DOC: update 1.11.0 relnotes
• 9eba5e4 DEP: interpolate: delay interp2d deprecation and update link (#18698)
• 7dbf2b9 TST: PR 18697 revisions
• Additional commits viewable in compare view

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[dependabot]

Superseded by #384.