[skip cirrus] [skip circle]

[skip ci]

Those that have upcoming signature changes anyway

Those that have upcoming signature changes anyway

[wheel build]

DEP: vendor sklearn's mechanism to deprecate passing kwargs positionally

* add pure python implementation of stirling2

* removes the c version and implements a
...

* BUG: lsq trf gives x=1e-10 if x0 is near a bound

Closes #18793. Previously, if x0 was withi...

Fix gh-18689 gh-18922

python3.12 removes distutils and scipy dev.py uses
distutils for the meso...

1:1 copy from scikit-learn 1.3

Co-Authored-By: Jake Bowhay <[email protected]>

* DOC: Clarify DOF in f-distribution notes
* DOC: Mention relation of f-dist to chi-squared

* DOC: correct section order throughout scipy.special

* DOC: add parameter/returns sections t...

Co-authored-by: Pamphile Roy <[email protected]>

* ENH: stats.kappa3: override _sf/_isf for accurate small probability mass

Co-authored-by: Ma...

[skip ci]

[skip ci]

* MAINT/DOC: remove docstring issues in ndimage [skip actions][skip cirrus]

* Add docfiller [...

* DOC: linking interp1d docstring to tutorial

* [skip actions] [skip cirrus] DOC: include sta...

[skip ci]

Co-authored-by: Ralf Gommers <[email protected]>

[skip ci]

* DEP: add common infra for private-but-present modules

* TST: add generic test checking priv...

ENH: stats.wasserstein_distance: multivariate Wasserstein distance/EMD

DOC: stats.fisk: add relationship between Fisk and logistic distributions

DEP: remove extra np.deprecate and add docs back

Co-authored-by: Tirth Patel <[email protected]>

Co-authored-by: Tirth Patel <[email protected]>

ENH: stats.halfcauchy.fit: override for speed and accuracy

Co-authored-by: Matt Haberland <[email protected]>

ENH: optimize: release the GIL while computing the LSAP solution

[skip ci]

See api-dev doc updates in this commit for details.

Co-authored-by: Ralf Gommers <ralf.gommer...

MAINT: avoid `np.deprecate` and `np.core`, add `normalize_axis_index` util

[skip cirrus] [skip circle]

Stop using it from `numpy.core`, since that's a private module
Also remove some other `numpy.cor...

It will itself be deprecated in numpy soon, xref
https://github.com/numpy/numpy/pull/24154

[skip ci]

This internal utility function was quite odd and effectively broken.
Its stated purpose in code ...

Spell some conversions uniformly as:
```
np.asarray(Z, order='C', dtype=np.float64)
```
rather t...

ENH: stats: Implement _sf and _isf for hypsecant.

This reverts commit ef53758efffec6cd8e225f54686894d1b54b8ba3.

change dot(A, transpose(B)) into A @ B.T etc

* DEP: linalg: use _NoValue for eigh positional argument deprecation

* DEP: fix version numbers

Backport of https://github.com/numpy/numpy/pull/24094/commits/15d93b483d3e0a98b690030c3a45fe103d...

MAINT: ptp no method for NumPy 2.0

* as suggested in NEP 52, in preparation for NumPy 2.0,
stop using the `ndarray` `ptp()` method-...

* new/improved ShortTimeFFT class

---------

Co-authored-by: endolith <[email protected]>

MAINT: signal: deduplicate *ord functions

MAINT: *sctype* replace NumPy 2.0

* replace `*sctype*` NumPy usage per
https://github.com/numpy/numpy/issues/23999
and NEP52 in pr...

BUG: io/matlab: Fix loading of mat files containing fn handles when simplify_cells=True

* TST: Modify sparse.eye() tests to include boundary validation.

When the diagonal offset exc...

Closes gh-18792

[skip cirrus] [skip circle]

---------

Co-authored-by: Ralf Gommers <ral...

Benchmarks the time taken to compute the solution to
multiple independent LSAPs.

The LSAP routine does the bulk of its work in
solve_rectangular_linear_sum_assignment() using C-...

* ENH: stats.lomax._isf: override to extend domain

Closes #18398

[skip actions] [skip cirrus]

* ENH:stats: Add _isf method to pareto

* TST: stats.sf/isf: add stronger round-trip test for ...