See https://github.com/Reference-LAPACK/lapack/pull/942

This patch is a fix to AIX build break that happened due to a variable defined as hz in _amos.c....

MAINT: special: remove use of `numpy.math` from `_cdflib.pyx`

This Cython module should not be used, since it's likely to be
deprecated and we cleaned up all ...

MAINT: stats: fix editable install issue in `qmc` and MPL-related issue in test

MAINT: array types: rename `as_xparray` to `_asarray`

`__tracebackhide__ = True` should be used for all testing functions,
just like it is in `numpy.t...

These surfaced with the more strict reference implementation in
https://github.com/numpy/numpy/p...

BLD: set default `cpp_std` to `c++17`

MAINT: remove unused itertools-import in scipy.interpolate._interpolate

this already got ignored due to the presence of `__all__` in that module

This code is broken when using an editable install, generating a lot
of hard to understand failu...

[wheel build] [skip circle]

Specific to numpy 2.0.0-dev. This test fails a lot when trying
to use the test suite in envs whi...

MAINT: vendor `pocketfft` as git submodule

TST: stats: fix a few issues with non-reproducible seeding

The use of `hash('a_descriptive_string')` is cute, but unfortunately
hashes are not reproducible...

[skip circle]

* MAINT:special:amos:Remove AMOS Fortran library

[skip ci]

* ENH:special:amos:Rewrite publ...

* SciPy `1.12.0` release notes formatting improvements

* MAINT: stats.rankdata: ensure correct shape for empty inputs

MAINT: make isinstance check in `stats._distn_infrastructure` more ro…

This check for a list return type from `atleast_1d` may fail if
in NumPy 2.0 the return type wil...

MAINT: fix use of `unique(..., return_inverse=True)`

Code was written to expect a 1-D array with the inverse
indices, and that got changed in NumPy i...

* ENH: stats.boxcox_normmax: add parameter ymax

BLD: improve scipy-openblas dependency check

BLD: make scipy build warning-free with LTO enabled

MAINT: fix BLD label typo

[skip ci]

BLD: simplify pythran version requirement in meson

This avoids looking for scipy-openblas with CMake (which we never want),
and avoids looking for ...

Much fortran code is not LTO-safe, and would require modernizing that
fortran code, probably. We...

For a find_program() invocation, the version check can be inlined into
the lookup. This is diffe...

* DOC: stats.rv_continuous.fit: add example of custom optimizer

CI: fix prerelease job to use numpy 2.0, and add a second job to test ABI compat

The warning message in NumPy changed between 1.22 and 2.0, it used
to say "in true_divide" and n...

Note that this job uses Python 3.11 rather than 3.12 to avoid the
problem with MapWrapper report...

* DOC: Add example for mstats.brunnermunzel

* TST: stats: improve test for geometric zscore

Closes gh-19846

DOC: fft: improve `s` description for real transforms

TST: move reference data for test_real_transforms to a fixture

TST: fix more cases of fd leaks from np.load()

Fix a few more cases of `np.load()` results not being closed.
To confirm them, I've used the fol...

[skip circle]

DOC: Add `fft` to list of submodules in tutorial

Move the code for getting the reference data in test_real_transforms
to a fixture. This easily ...

MAINT: set `NPY_NO_DEPRECATED_API` also for Cython code

[docs only]

MAINT: `CODEOWNERS` syntax fix and changes

* DOC: Improving "Spectral Analysis" section in User Guide

* DOC: Remove header comments of p...

The one minor issue is a few "redefinition of macro" warnings because
Pythran defines `NPY_NO_DE...

This is a follow-up to gh-10840.

MAINT: interpolate: fix build warning from `_ppoly.pyx`

DOC: Add Example to lbfgsb docstring

This warning is new with GCC 12 (and a false positive, see cython#5937):

```
[6/7] Compiling C ...

MAINT: spatial: fix build warnings in `ckdtree` code

BLD: propack: resolve missing return value warnings

TST: linalg: Test Cython LAPACK complex ladiv

First warning:

```
[5/8] Compiling C++ object scipy/spatial/_ckdtree.cpython-310-x86_64-linux-g...

* related to gh-19605

* fixes 213 test failures on Windows alongside NumPy `main`
by restori...

[skip ci]

BLD: resolve missing prototype warnings in lsoda/vode

Co-authored-by: Daniel Schmitz <[email protected]>

[docs only]

[skip ci]

Co-authored-by: Lucas Colley <[email protected]>
Co-authored-by: Daniel Schmitz <40656107+...

committing more suggestions

Co-authored-by: Lucas Colley <[email protected]>

Committing suggestions

Co-authored-by: Daniel Schmitz <[email protected]...

* add description

* shorten description

* shorten description

* inverse doc

* Update...

ENH: stats.mannwhitneyu: vectorize statistic calculation #19749

BENCH: Added benchmarks for individual distance metrics

* ENH:MAINT:special:Cythonize cdflib

[skip ci]

ENH:MAINT:special:Some fixes on cdfchn

E...

TST: fix compatibility with pytest 8

* MAINT: integrate.cumulative_simpson: various improvements

The second half of the test had nothing to do with test_none
ever since its introduction in ce7e...

By and large, these should all be filtered out in the implementation,
not in the tests, see #19805.

For example, in the deprecation of positional use of `tol=` in sparse solvers.