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.
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dependabot[bot]
commented
1 year ago
Bumps scipy from 1.7.1 to 1.11.0.
Release notes
Sourced from scipy's releases.
... (truncated)
Commits
2e16ec5REL: 1.11.0 round 2 [wheel build]58c5d60Merge pull request #18743 from tylerjereddy/treddy_1_11_0_arm_shims084357eDOC: update 1.11.0 relnotes78973aaTST: flakytest_complex_iir_dltidb11851TST: flaky TestSOSFreqz::test_fs_param7c317cbREL: 1.11.0 "final" [wheel build]8db01f2Merge pull request #18724 from tylerjereddy/treddy_1_11_0_final_prepc717774DOC: update 1.11.0 relnotes9eba5e4DEP: interpolate: delay interp2d deprecation and update link (#18698)7dbf2b9TST: PR 18697 revisionsDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting
@dependabot rebase.Dependabot commands and options
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