NumPy 1.11.0 Release Notes
**************************

This release supports Python 2.6 - 2.7 and 3.2 - 3.5.


Highlights
==========


Dropped Support:


Future Changes:


Compatibility notes
===================


New Features
============

* `np.histogram` now provides plugin estimators for automatically estimating the optimal
number of bins. Passing one of ['auto', 'fd', 'scott', 'rice', 'sturges']
as the argument to 'bins' results in the corresponding estimator being used.

* A benchmark suite using `Airspeed Velocity <http://spacetelescope.github.io/asv/>`__
has been added, converting the previous vbench-based one. You can run the suite locally
via ``python runtests.py --bench``. For more details, see ``benchmarks/README.rst``.

* A new function ``np.shares_memory`` that can check exactly whether two
arrays have memory overlap is added. ``np.may_share_memory`` also now
has an option to spend more effort to reduce false positives.

Improvements
============


Changes
=======


Deprecations
============


NumPy 1.11.0 Release Notes
**************************

This release supports Python 2.6 - 2.7 and 3.2 - 3.5.


Highlights
==========


Dropped Support:


Future Changes:


Compatibility notes
===================

Deprecated to error
~~~~~~~~~~~~~~~~~~~

* Indexing with floats raises IndexError,
  e.g., a[0, 0.0].
* Indexing with non-integer array_like raises IndexError,
  e.g., a['1', '2']
* Indexing with multiple ellipsis raises IndexError,
  e.g., a[..., ...].
* Indexing with boolean where integer expected raises IndexError,
  e.g., a[False:True:True].
* Non-integers used as index values raise TypeError,
  e.g., in reshape, take, and specifying reduce axis.


New Features
============

* `np.histogram` now provides plugin estimators for automatically estimating the optimal
number of bins. Passing one of ['auto', 'fd', 'scott', 'rice', 'sturges']
as the argument to 'bins' results in the corresponding estimator being used.

* A benchmark suite using `Airspeed Velocity <http://spacetelescope.github.io/asv/>`__
has been added, converting the previous vbench-based one. You can run the suite locally
via ``python runtests.py --bench``. For more details, see ``benchmarks/README.rst``.

* A new function ``np.shares_memory`` that can check exactly whether two
arrays have memory overlap is added. ``np.may_share_memory`` also now
has an option to spend more effort to reduce false positives.

Improvements
============


Changes
=======


Deprecations
============


Document deprecations that now raise error in 1.11 release notes.
DOC: Document deprecations that now raise error in 1.11 release notes.
