ANN: SciPy 1.0.1 released

On behalf of the SciPy development team I am pleased to announce the
availability of Scipy 1.0.1. This is a maintenance release, no new features
with respect to 1.0.0. See the release notes below for details.

Wheels and sources can be found on PyPI (https://pypi.python.org/pypi/scipy)
and on Github (https://github.com/scipy/scipy/releases/tag/v1.0.1). The
conda-forge channel will be up to date within a couple of hours.

Thanks to everyone who contributed to this release!

Cheers,
Ralf



SciPy 1.0.1 Release Notes
====================

SciPy 1.0.1 is a bug-fix release with no new features compared to 1.0.0.
Probably the most important change is a fix for an incompatibility between
SciPy 1.0.0 and ``numpy.f2py`` in the NumPy master branch.

Authors
=======

* Saurabh Agarwal +
* Alessandro Pietro Bardelli
* Philip DeBoer
* Ralf Gommers
* Matt Haberland
* Eric Larson
* Denis Laxalde
* Mihai Capotă +
* Andrew Nelson
* Oleksandr Pavlyk
* Ilhan Polat
* Anant Prakash +
* Pauli Virtanen
* Warren Weckesser
* @xoviat
* Ted Ying +

A total of 16 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.


Issues closed for 1.0.1
-----------------------

- `#7493 <https://github.com/scipy/scipy/issues/7493>`__:
`ndimage.morphology` functions are broken with numpy 1.13.0
- `#8118 <https://github.com/scipy/scipy/issues/8118>`__: minimize_cobyla
broken if `disp=True` passed
- `#8142 <https://github.com/scipy/scipy/issues/8142>`__: scipy-v1.0.0
pdist with metric=`minkowski` raises `ValueError:...
- `#8173 <https://github.com/scipy/scipy/issues/8173>`__:
`scipy.stats.ortho_group` produces all negative determinants...
- `#8207 <https://github.com/scipy/scipy/issues/8207>`__: gaussian_filter
seg faults on float16 numpy arrays
- `#8234 <https://github.com/scipy/scipy/issues/8234>`__:
`scipy.optimize.linprog` `interior-point` presolve bug with trivial...
- `#8243 <https://github.com/scipy/scipy/issues/8243>`__: Make csgraph
importable again via `from scipy.sparse import*`
- `#8320 <https://github.com/scipy/scipy/issues/8320>`__: scipy.root
segfaults with optimizer 'lm'


Pull requests for 1.0.1
-----------------------

- `#8068 <https://github.com/scipy/scipy/pull/8068>`__: BUG: fix numpy
deprecation test failures
- `#8082 <https://github.com/scipy/scipy/pull/8082>`__: BUG: fix
solve_lyapunov import
- `#8144 <https://github.com/scipy/scipy/pull/8144>`__: MRG: Fix for cobyla
- `#8150 <https://github.com/scipy/scipy/pull/8150>`__: MAINT: resolve
UPDATEIFCOPY deprecation errors
- `#8156 <https://github.com/scipy/scipy/pull/8156>`__: BUG: missing check
on minkowski w kwarg
- `#8187 <https://github.com/scipy/scipy/pull/8187>`__: BUG: Sign of
elements in random orthogonal 2D matrices in "ortho_group_gen"...
- `#8197 <https://github.com/scipy/scipy/pull/8197>`__: CI: uninstall oclint
- `#8215 <https://github.com/scipy/scipy/pull/8215>`__: Fixes Numpy
datatype compatibility issues
- `#8237 <https://github.com/scipy/scipy/pull/8237>`__: BUG: optimize: fix
bug when variables fixed by bounds are inconsistent...
- `#8248 <https://github.com/scipy/scipy/pull/8248>`__: BUG: declare "gfk"
variable before call of terminate() in newton-cg
- `#8280 <https://github.com/scipy/scipy/pull/8280>`__: REV: reintroduce
csgraph import in scipy.sparse
- `#8322 <https://github.com/scipy/scipy/pull/8322>`__: MAINT: prevent
scipy.optimize.root segfault closes #8320
- `#8334 <https://github.com/scipy/scipy/pull/8334>`__: TST: stats: don't
use exact equality check for hdmedian test
- `#8477 <https://github.com/scipy/scipy/pull/8477>`__: BUG:
signal/signaltools: fix wrong refcounting in PyArray_OrderFilterND
- `#8530 <https://github.com/scipy/scipy/pull/8530>`__: BUG: linalg: Fixed
typo in flapack.pyf.src.
- `#8566 <https://github.com/scipy/scipy/pull/8566>`__: CI: Temporarily pin
Cython version to 0.27.3
- `#8573 <https://github.com/scipy/scipy/pull/8573>`__: Backports for 1.0.1
- `#8581 <https://github.com/scipy/scipy/pull/8581>`__: Fix Cython 0.28
build break of qhull.pyx

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