chore(deps): Bump the scientific group across 1 directory with 5 updates

[dependabot]

Bumps the scientific group with 5 updates in the /tests directory:

Package	From	To
matplotlib	3.10.9	3.11.1
numpy	2.4.6	2.5.2
pandas	3.0.3	3.0.5
scipy	1.17.1	1.18.1
statsmodels	0.14.6	0.15.0

Updates matplotlib from 3.10.9 to 3.11.1

Release notes

Sourced from matplotlib's releases.

REL: v3.11.1

This is the first bugfix release of the 3.11.x series.

This release contains several bug-fixes and adjustments:

• Fix tight layout of multiple subplots with sharey=True
• Fix NoNorm cursor formatting for uint8 images
• Fix occasional misalignment in reported mouse position (also fix a bug with canvas height)
• Fix clipped Axis labels on 3D plots with tight layout
• Fix inverted Axis on 3D plots
• Fix restoring 'auto' aspect in 3D axes after switching from 'equal'
• Fix missing glyphs when subsetting Type 1 fonts in PDF
• Fix oversized embedding of Type 42 fonts in PDF/PostScript files

As well as several documentation and typing improvements and corrections.

REL: v3.11.0

The largest change within this release is a complete overhaul of text and font processing. Through the use of libraqm, HarfBuzz, SheenBidi, and an updated release of FreeType, all text should now support modern font features, enabling full internationalization in all languages. Not all features of these libraries are supported yet, but we expect this work to enable further improvements in an easier manner.

Outside of text handling, there are several improvements to 3D Axes, performance, new accessible colour sequences, flexible figure management, and more. See the release notes for more information.

REL: v3.11.0rc2

This is the second release candidate for the meso release 3.11.0.

This release candidate fixes some problems with downstream packages, removes some missed deprecations, and corrects some additional minor bugs.

REL: v3.11.0rc1

After an extended development stretch, we are pleased to announce the first release candidate of Matplotlib 3.11.0.

The largest change within this release is a complete overhaul of text and font processing. Through the use of libraqm, HarfBuzz, SheenBidi, and an updated release of FreeType, all text should now support modern font features, enabling full internationalization in all languages. Not all features of these libraries are supported yet, but we expect this work to enable further improvements in an easier manner. Due to the update to the font rendering stack, we cannot guarantee that text will be bit-for-bit perfect with previous releases, so if you are using Matplotlib for testing, it may be necessary to introduce/raise a tolerance within your tests.

Outside of text handling, there are several improvements to 3D Axes, performance, new accessible colour sequences, flexible figure management, and more. Final release notes are still being curated, but you may browse the list of new features, API changes, and all issues/pull requests on the milestone.

As a note for downstream packagers, the font libraries have only been tested against the versions bundled with the wheels. It may be possible to expand the range of requirements, or that a requirement is too broad. Please report any issues you have building against external dependencies.

Commits

• 3c1757a REL: v3.11.1
• 792c6b5 DOC: Prepare for 3.11.1
• aaff9f6 Merge branch 'v3.11.0-doc' into v3.11.x
• d4f4527 Merge pull request #32052 from meeseeksmachine/auto-backport-of-pr-32038-on-v...
• 6ad4bcf Merge pull request #32050 from meeseeksmachine/auto-backport-of-pr-31304-on-v...
• 7fb74d3 Merge pull request #32051 from meeseeksmachine/auto-backport-of-pr-32037-on-v...
• c624aec Backport PR #32038: Fix occasional misalignment in reported mouse position (a...
• 8eda2b7 Backport PR #32037: Bump the actions group with 3 updates
• a0e7ae5 Backport PR #31304: Fix restoring 'auto' aspect in 3D axes after switching fr...
• 9001323 Merge pull request #32047 from meeseeksmachine/auto-backport-of-pr-32025-on-v...
• Additional commits viewable in compare view

Updates numpy from 2.4.6 to 2.5.2

Release notes

Sourced from numpy's releases.

v2.5.2 (Aug 9, 2026)

NumPy 2.5.2 Release Notes

The NumPy 2.5.2 is a patch release that fixes bugs discovered after the 2.5.1 release. The big news is that it includes wheels for the newly released Python 3.15.0rc1.

This release supports Python versions 3.12-3.15

C API changes

PyArray_StringDTypeObject is opaque under the abi3t stable ABI

The PyArray_StringDTypeObject was accidentally exposed in NumPy 2.5 when targeting the free-threading-compatible stable ABI (Py_TARGET_ABI3T). PyArray_StringDTypeObject is now an opaque struct: extensions compiled that way cannot access its fields, since the struct layout depends on the size of the object header. Any code that accessed PyArray_StringDTypeObject fields in an abi3t build would have crashed, so we are making this API change in a bugfix release.

The NpyString allocator API remains usable by passing the descriptor object pointer, e.g. NpyString_acquire_allocator((PyArray_StringDTypeObject *)descr).

(gh-31771)

Contributors

A total of 16 people contributed to this release. People with a "+" by their names contributed a patch for the first time.

• Abhijeetsingh Meena +
• Charalampos Stratakis
• Charles Harris
• Chris Ninham +
• David Woods
• Geonho +
• Gopu Yeshwanth Reddy +
• Iason Krommydas
• Ijtihed Kilani
• Jelle Zijlstra +
• Joren Hammudoglu
• Kumar Aditya
• Mike Boyle
• Nathan Goldbaum
• Raghuveer Devulapalli
• Sebastian Berg

... (truncated)

Commits

• 48fecee REL: Prepare for the NumPy 2.5.2 release (#32226)
• ecf599c Merge pull request #32221 from charris/backport-32151
• 3c7ac97 Merge pull request #32220 from charris/backport-32205
• 23b30f4 BUG: avoid segfaults when legacy copyswap slot is not defined (#32151)
• 4964ca8 TYP: isclose shape-typing fix for 2d array-likes (#32205)
• c37ed94 MAINT: Skip limited_api tests on some platforms. (#32214)
• 5cfd73b Merge pull request #32206 from charris/update-cibuildwheel
• d8262bc MAINT: Update cibuildwheel to v4.2.0
• 988d94d Merge pull request #32158 from charris/backport-32133
• b2e4f97 BUG: avoid possible stack overflow in arraydescr_dealloc (#32133)
• Additional commits viewable in compare view

Updates pandas from 3.0.3 to 3.0.5

Release notes

Sourced from pandas's releases.

pandas 3.0.5

We are pleased to announce the release of pandas 3.0.5. This is a patch release in the 3.0.x series and includes some regression fixes and bug fixes. We recommend that all users of the 3.0.x series upgrade to this version.

See the full whatsnew for a list of all the changes.

Pandas 3.0 supports Python 3.11 and higher. The release can be installed from PyPI:

python -m pip install --upgrade pandas==3.0.*

Or from conda-forge

conda install -c conda-forge pandas=3.0

Please report any issues with the release on the pandas issue tracker.

Thanks to all the contributors who made this release possible.

pandas 3.0.4

We are pleased to announce the release of pandas 3.0.4. This is a patch release in the 3.0.x series and includes some regression fixes and bug fixes. We recommend that all users of the 3.0.x series upgrade to this version.

See the full whatsnew for a list of all the changes.

Pandas 3.0 supports Python 3.11 and higher. The release can be installed from PyPI:

python -m pip install --upgrade pandas==3.0.*

Or from conda-forge

conda install -c conda-forge pandas=3.0

Please report any issues with the release on the pandas issue tracker.

Thanks to all the contributors who made this release possible.

Commits

• e68db09 RLS: 3.0.5
• 0697623 Backport PR #66428: DOC: update whatsnew for 3.0.5 (#66430)
• 5d846d0 Backport PR #66090 on branch 3.0.x (BLD: exclude numpy 2.5.0 when building wh...
• bef7a2b Backport PR #66169 on branch 3.0.x (CI: Fix pyarrow-nightly job (stale nightl...
• 8188eb1 RLS: 3.0.4 (#66079)
• bd35f15 [3.0.x] BUG: fix CoW issue in eval() (#66072)
• 6195872 [backport 3.0.x] BUG: anchor whole alternation in Series.str.match for PyArro...
• 70313be Backport PR #66051 on branch 3.0.x (BUG: fix regression in DataFrame setitem ...
• 57ed3e2 [backport 3.0.x] Bump pypa/cibuildwheel from 3.4.1 to 4.1.0 (#65934) (#66026)
• f9693fc [backport 3.0.x] BUG(pandas 3.0 regression): drop(index=...) doesn't accept N...
• Additional commits viewable in compare view

Updates scipy from 1.17.1 to 1.18.1

Release notes

Sourced from scipy's releases.

SciPy 1.18.1 Release Notes

SciPy 1.18.1 is a bug-fix release with no new features compared to 1.18.0. This release includes binaries on PyPI for Python 3.15, and the minimum required version of the GCC toolchain has been increased to 10.3.0.

Authors

• Name (commits)
• Wasim Akram (2) +
• Jake Bowhay (1)
• Michael Bratsch (1)
• Dietrich Brunn (1)
• Evgeni Burovski (1)
• Aadya Chinubhai (1)
• Lucas Colley (3)
• Tekin Ertekin (1) +
• Fuyugithub (2) +
• Ralf Gommers (11)
• Joren Hammudoglu (1)
• Ijtihed Kilani (1) +
• Andrew Nelson (2)
• Ilhan Polat (1)
• Tyler Reddy (39)
• romao05 (1) +
• Michael Simacek (1) +
• Jacob Vanderplas (2)

A total of 18 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This list of names is automatically generated, and may not be fully complete.

Note that the source and binary assets associated with this release were published to PyPI using trusted publishing, and so the trusted assets and their hashes are made available more securely at https://pypi.org/project/scipy/1.18.1/ rather than providing them here in a less secure manner.

A complete list of issues and pull requests associated with this release is available in the associated README.txt.

SciPy 1.18.0 Release Notes

SciPy 1.18.0 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).

... (truncated)

Commits

• e4e854e REL: SciPy 1.18.1 rel commit
• 3c8e5f8 BLD, MAINT: pythran bounds for 1.18.1 (#25978)
• 54c0f95 BLD, MAINT: pythran bounds for 1.18.1
• 45a355d Merge pull request #25884 from tylerjereddy/treddy_backports_1.18.1
• a717e28 DOC: PR 25884 revisions
• bb489c0 DOC: PR 25884 revisions
• 09bca24 BLD: package: pin meson on win-64 to avoid clang-cl bug (#25913)
• 095fe56 DOC, BLD: PR 25884 revisions
• e66ea64 DOC: update minimum GCC version in toolchain roadmap
• c021653 TST: tolerance bumps and skips on 32-bit platforms
• Additional commits viewable in compare view

Updates statsmodels from 0.14.6 to 0.15.0

Release notes

Sourced from statsmodels's releases.

Release 0.15.0

The statsmodels developers are happy to announce the release of 0.15.0. 358 issues were closed in this release and 655 pull requests were merged. Major new features include:

• Standardized on rng for controlling randomness across the package (SPEC 007), replacing seed/random_state
• Functions with variable-length tuple returns now return documented NamedTuple results instead
• A new abstracted formula engine that supports both patsy and formulaic as the backend
• Support for Polars DataFrames and Series as model input
• Switched the build backend from setuptools to meson-python
• New robust estimators: CovDetMCD, CovDetS, CovDetMM, and RLMDetSMM
• New tests: Diebold-Mariano, Pesaran-Timmermann, Jonckheere-Terpstra, Leybourne-McCabe, and a delete-k block jackknife estimator
• The Hamilton filter, local false discovery rate correction, and an L1-penalized GLM solver
• HurdleCountModel gained fit_regularized, and MICEData is now iterable

This release also raises the minimum supported versions of NumPy, SciPy, and pandas, and tightens input validation for many string-valued options across the package (invalid values that previously failed silently or with a confusing error now raise a clear ValueError). A handful of long-standing bugs in seldom-exercised code paths were also corrected as part of a systematic coverage audit this cycle, some of which change numerical output for affected models. See the release notes for the complete list of enhancements, breaking changes, and bug fixes.

Commits

• 278ff99 Merge pull request #10211 from bashtage/update-release-note
• ab3f3bc DOC: Final release note
• 9307ef1 Merge pull request #8712 from bdpedigo/nobs-style
• 463e5c5 Merge pull request #10210 from Panzerkampfwagen-del/mice-data-iterable
• cc734d8 Merge branch 'main' into mice-data-iterable
• 2912b84 Merge pull request #10209 from Panzerkampfwagen-del/var-df-model-docstring
• 279b9f4 ENH: make MICEData iterable, yielding successive imputed datasets
• ce7f2c0 DOC: clarify VARResults.df_model counts parameters per equation
• d1e1875 Merge pull request #10205 from bashtage/fix-hurdle-and-l1-cov
• bb385fb Merge pull request #10208 from bashtage/update-release-note
• Additional commits viewable in compare view

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