ENH: stats.sampling: add SROU method

* Describe default w

* Default linspace endpoint=True, zoom_fft is False

* Remove "optiona...

BUG: fix `stats.binned_statistic_dd` issue with values close to bin edge

ENH: Carlson symmetric elliptic integrals.

MAINT: Remove some unused imports.

BUG: Add missing import of 'errno' to runtests.py

TST: Review ``_assert_within_tol`` positional arguments

Contrasted atol to rtol and provided explicit instructions for how to
achieve desired atol or r...

* Add chirp z-transform, zoom FFT, scaled FFT

Written by Paul Kienzle and Nadav Horesh, publi...

- Install `eigen` tests (tests were not run before, aside from on an in-place build)
- fix user...

DOC: special: Add 'Examples' to multigammaln and roots_legendre docstrings.

This PR adds Simple Ratio-of-Uniforms method to sample random variates from
continuous distribut...

Use constrained_layout in Lomb-Scargle example

The plot axes labels were overlapping

https://github.com/scipy/scipy/pull/15134#issuecomment-98...

* Add documentation of relations between Carlson's and Legendre's
elliptic integrals. These re...

NOTE: This is a squash of several of @congma's original commits.
---Leo C. Stein <leo.stein@gmai...

This changeset implements the Carlson symmetric elliptic integrals
R{C,D,F,G,J} as ufuncs in sci...

ENH: TST: add a threadpoolctl hook to limit OpenBLAS parallelism

ENH: Add orthogonalize argument to DCT/DST

Pythranized version of _matfuncs_sqrtm

`atol` leads the tests to pass allowing the changes to the other
tests to be included in the 1.8...

* ENH: improve ARGUS rv generation in scipy.stats

ENH: Add special.log_expit and use it in stats.logistic

DOC: update linux build instructions to mention C++

Add an array API to scipy.sparse

Phase info isn't returned by the function, so including phase shift phi
seems distracting.

U...

Closes gh-5668.

Add analog argument, default False, to zpk2sos, and add new pairing
option '...

Closes gh-13404.

For iirdesign, allow frequencies greater than 1 when fs > 2. For
digital f...

Co-authored-by: Evgeni Burovski <[email protected]>

ENH: allow p>0 for Minkowski distance

DOC: update 'Wn' definition in signal.butter

* DOC: update build infra description

* DOC: remove obsolete mention of Accelerate BLAS

* ...

This is taken over with minor modifications from scikit-learn.
The most dramatic effect of this ...

DOC: update detailed roadmap

BUG: sparse: fix a DIA.tocsc bug

Fixes #12309.

Fresnel integral calcalation is done differently in three regions:

- All is ...

This updates `scipy.special.hyp2f1` for complex `z` in the region
defined by 0.9 ≤ |z| < 1.1, |...

DOC: added Fermi-Dirac distribution by name

This makes the documentation clearer about the association
of the logistic distribution equallin...

* BUG: Update chi_gen to use scipy.special.gammaln

MAINT: remove NaiveRatioUniforms from scipy.stats

Without this, and with the current configuration in setup.py,
the build system attempts to compi...

MAINT: update gitignore to ignore private directories

The new submodule is stats.sampling

MAINT: ScalarFunction remember _lowest_x/_lowest_f

``_assert_within_tol`` provided a wrapper for ``assert_allclose``. This behavior
is already avai...

MAINT: forward port 1.7.3 relnotes.

[skip ci]

MAINT: Include `scipy.io.matlab` in public API

BUG: out of bounds indexing in stats.qmc.update_discrepancy

[ci skip]

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

``_assert_within_tol`` is often called with positional
arguments that end up being filled into ...

Co-authored-by: 99991 <[email protected]>

* MAINT: simplify UNURAN interface

CI: bump gcc from 4.8 to 6

MAINT: Remove wminkowski

TST: Add some test skips to get wheel builder CI green again