==============================
PyWavelets 0.3.0 Release Notes
==============================

.. contents::

PyWavelets 0.3.0 is the first release of the package in 3 years.  It is the
result of a significant effort of a growing development team to modernize the
package, to provide Python 3.x support and to make a start with providing new
features as well as improved performance.  A 0.4.0 release will follow
shortly, and will contain more significant new features as well as
changes/deprecations to streamline the API.

This release requires Python 2.6, 2.7 or 3.3-3.5 and NumPy 1.6.2 or greater.

Highlights of this release include:

- Support for Python 3.x (>=3.3)
- Added a test suite (based on nose, coverage up to 61% so far)
- Maintenance work: C style complying to the Numpy style guide, improved
  templating system, more complete docstrings, pep8/pyflakes compliance, and
  more.


New features
============

Test suite
----------

The test suite can be run with ``nosetests pywt`` or with::

    >>> import pywt
    >>> pywt.test()

n-D Inverse Discrete Wavelet Transform
--------------------------------------

The function ``pywt.idwtn``, which provides n-dimensional inverse DWT, has been
added.  It complements ``idwt``, ``idwt2`` and ``dwtn``.

Thresholding
------------

The function `pywt.threshold` has been added.  It unifies the four thresholding
functions that are still provided in the ``pywt.thresholding`` namespace.


Backwards incompatible changes
==============================

None in this release.


Other changes
=============

Development has moved to `a new repo <https://github.com/PyWavelets/pywt>`_.
Everyone with an interest in wavelets is welcome to contribute!

Building wheels, building with ``python setup.py develop`` and many other
standard ways to build and install PyWavelets are supported now.


Authors
=======

* Ankit Agrawal +
* François Boulogne +
* Ralf Gommers +
* David Menéndez Hurtado +
* Gregory R. Lee +
* David McInnis +
* Helder Oliveira +
* Filip Wasilewski
* Kai Wohlfahrt +

A total of 9 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 v0.3.0
------------------------

- `#3 <https://github.com/PyWavelets/pywt/issues/3>`__: Remove numerix compat layer
- `#4 <https://github.com/PyWavelets/pywt/issues/4>`__: Add single code base Python 3 support
- `#5 <https://github.com/PyWavelets/pywt/issues/5>`__: PEP8 issues
- `#6 <https://github.com/PyWavelets/pywt/issues/6>`__: Migrate tests to nose
- `#7 <https://github.com/PyWavelets/pywt/issues/7>`__: Expand test coverage without Matlab to a reasonable level
- `#8 <https://github.com/PyWavelets/pywt/issues/8>`__: Replace custom C templates by Numpy's templating system
- `#9 <https://github.com/PyWavelets/pywt/issues/9>`__: Replace Cython templates by fused types
- `#10 <https://github.com/PyWavelets/pywt/issues/10>`__: Replace use of __array_interface__ with Cython's memoryviews
- `#11 <https://github.com/PyWavelets/pywt/issues/11>`__: Format existing docstrings in numpydoc format.
- `#12 <https://github.com/PyWavelets/pywt/issues/12>`__: Complete docstrings, they're quite sparse right now
- `#13 <https://github.com/PyWavelets/pywt/issues/13>`__: Reorganize source tree
- `#24 <https://github.com/PyWavelets/pywt/issues/24>`__: doc/source/regression should be moved
- `#27 <https://github.com/PyWavelets/pywt/issues/27>`__: Broken test: test_swt_decomposition
- `#28 <https://github.com/PyWavelets/pywt/issues/28>`__: Install issue, no module tools.six
- `#29 <https://github.com/PyWavelets/pywt/issues/29>`__: wp.update fails after removal of nodes
- `#32 <https://github.com/PyWavelets/pywt/issues/32>`__: wp.update fails on 2D
- `#34 <https://github.com/PyWavelets/pywt/issues/34>`__: Wavelet string attributes shouldn't be bytes in Python 3
- `#35 <https://github.com/PyWavelets/pywt/issues/35>`__: Re-enable float32 support
- `#36 <https://github.com/PyWavelets/pywt/issues/36>`__: wavelet instance vs string
- `#40 <https://github.com/PyWavelets/pywt/issues/40>`__: Test with Numpy 1.8rc1
- `#45 <https://github.com/PyWavelets/pywt/issues/45>`__: demos should be updated and integrated in docs
- `#60 <https://github.com/PyWavelets/pywt/issues/60>`__: Moving pywt forward faster
- `#61 <https://github.com/PyWavelets/pywt/issues/61>`__: issues to address in moving towards 0.3.0
- `#71 <https://github.com/PyWavelets/pywt/issues/71>`__: BUG: _pywt.downcoef always returns level=1 result


Pull requests for v0.3.0
------------------------

- `#1 <https://github.com/PyWavelets/pywt/pull/1>`__: travis: check all branches + fix URL
- `#17 <https://github.com/PyWavelets/pywt/pull/17>`__: [DOC] doctrings for multilevel functions
- `#18 <https://github.com/PyWavelets/pywt/pull/18>`__: DOC: format -> functions.py
- `#20 <https://github.com/PyWavelets/pywt/pull/20>`__: MAINT: remove unnecessary zero() copy()
- `#21 <https://github.com/PyWavelets/pywt/pull/21>`__: Doc wavelet_packets
- `#22 <https://github.com/PyWavelets/pywt/pull/22>`__: Minor doc fixes
- `#25 <https://github.com/PyWavelets/pywt/pull/25>`__: TEST: remove useless functions and use numpy instead
- `#26 <https://github.com/PyWavelets/pywt/pull/26>`__: Merge most recent work
- `#30 <https://github.com/PyWavelets/pywt/pull/30>`__: Adding test for wp.rst
- `#41 <https://github.com/PyWavelets/pywt/pull/41>`__: Change to Numpy templating system
- `#43 <https://github.com/PyWavelets/pywt/pull/43>`__: MAINT: update six.py to not use lazy loading.
- `#49 <https://github.com/PyWavelets/pywt/pull/49>`__: Taking on API Issues
- `#50 <https://github.com/PyWavelets/pywt/pull/50>`__: Add idwtn
- `#53 <https://github.com/PyWavelets/pywt/pull/53>`__: readme updated with info related to Py3 version
- `#63 <https://github.com/PyWavelets/pywt/pull/63>`__: Remove six
- `#65 <https://github.com/PyWavelets/pywt/pull/65>`__: Thresholding
- `#70 <https://github.com/PyWavelets/pywt/pull/70>`__: MAINT: PEP8 fixes
- `#72 <https://github.com/PyWavelets/pywt/pull/72>`__: BUG: fix _downcoef for level > 1
- `#73 <https://github.com/PyWavelets/pywt/pull/73>`__: MAINT: documentation and metadata update for repo fork
- `#74 <https://github.com/PyWavelets/pywt/pull/74>`__: STY: fix pep8/pyflakes issues
- `#77 <https://github.com/PyWavelets/pywt/pull/77>`__: MAINT: raise ValueError if data given to dwt or idwt is not 1D...