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 a new public base
class distinct from the older matrix class, proper 64-bit index support,
and numerous deprecations paving the way to a modern sparse array experience.
Added three new statistical distributions, and wide-ranging performance and
precision improvements to several other statistical distributions.
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
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Bumps scipy from 1.5.0rc2 to 1.11.0rc1.
Release notes
Sourced from scipy's releases.
... (truncated)
Commits
646ae07
REL: 1.11.0rc1 [wheel build]fa053c5
MAINT: version bounds for 1.11.0rc1 (#18591)d0510af
Merge pull request #18563 from tylerjereddy/treddy_1_11_relnotes5117512
DOC: PR 18563 revisions187032a
DOC: PR 18563 revisionsff7ca0e
DOC: PR 18563 revisions166713e
Merge pull request #72 from mdhaber/release_update1878b8c
DOC: stats: improve 1.11.0 stats release notes0a37730
MAINT: integrate: revertfull_output
deprecation / result object change (#18...5d793a8
Merge pull request #17334 from scottshambaugh/unique_quatsDependabot 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
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