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| Name: python311-PyWavelets | Distribution: openSUSE Tumbleweed |
| Version: 1.7.0 | Vendor: openSUSE |
| Release: 1.1 | Build date: Sat Aug 31 13:40:54 2024 |
| Group: Development/Libraries/Python | Build host: reproducible |
| Size: 9084529 | Source RPM: python-PyWavelets-1.7.0-1.1.src.rpm |
| Packager: http://bugs.opensuse.org | |
| Url: https://github.com/PyWavelets/pywt | |
| Summary: PyWavelets is a Python wavelet transforms module | |
PyWavelets is a Python wavelet transforms module that can do: * 1D and 2D Forward and Inverse Discrete Wavelet Transform (DWT and IDWT) * 1D and 2D Stationary Wavelet Transform (Undecimated Wavelet Transform) * 1D and 2D Wavelet Packet decomposition and reconstruction * Computing Approximations of wavelet and scaling functions * Over seventy built-in wavelet filters and support for custom wavelets * Single and double precision calculations * Results compatibility with Matlab Wavelet Toolbox
MIT
* Sat Aug 31 2024 Dirk Müller <dmueller@suse.com>
- update to 1.7.0:
* Python 3.13 support
* Tue May 07 2024 Dirk Müller <dmueller@suse.com>
- add sle15_python_module_pythons
* Sun May 05 2024 Ben Greiner <code@bnavigator.de>
- Update to 1.6.0
* This release is a minor update to 1.6.x. It adds support for
NumPy 2.0, which also keeping compatibility with NumPy
1.22-1.26. It requires Cython 3.0; support for 0.29.x is
dropped.
[#]# Other noteworthy improvements:
* Improved documentation for ``pywt.cwt``
* The documentation was migrated to the PyData Sphinx Theme and
the content organization improved
* Releases on PyPI now include wheels for ``musllinux`` (x86-64
and aarch64)
* The test suite is now passing and tested in CI with
Emscripten/Pyodide
* Nightly builds will be available at
https://anaconda.org/scientific-python-nightly-wheels/PyWavelets/
going forward
- Release 1.5.0
* This release is a minor update to 1.4.x. It adds support for
Python 3.12 and drops support for Python 3.8. It also adds
support for Cython 3.0.
* PyWavelets now uses Meson as its build system, and meson-python
as the build backend.
* Sat Sep 17 2022 Arun Persaud <arun@gmx.de>
- specfile:
* update required numpy version
- update to version 1.4.1:
* This patch release updates setup.py to use python_requires>=3.8
and adds 3.11 to the trove classifiers.
- changes from version 1.4.0:
* adds wheels for Python 3.11 and drops support for Python 3.7.
* There is one new utility function, pywt.frequency2scale, that can
be used to determine CWT scale factors corresponding to a given
(normalized) frequency. It is the inverse of the existing
pywt.scale2frequency.
* Sat Mar 12 2022 Arun Persaud <arun@gmx.de>
- update to version 1.3.0:
* This release is functionally the same as 1.2.0, but we have
updated the set of binary wheels provided.
* Mon Feb 07 2022 Arun Persaud <arun@gmx.de>
- specfile:
* update copyright year
- update to version 1.2.0:
* New features
+ There is a new series of multilevel stationary wavelet
transforms (mra, mra2 and mran) suited for multiresolution
analysis of 1D, 2D or nD signals, respectively. This MRA
analysis is also known as the additive wavelet decomposition
because the corresponding inverse functions (imra, imra2 or
imran) reconstruct the original signal by simple addition of the
components. These are a good alternative to the use of the
existing SWT functions when it is important to have features
aligned across wavelet scales (see the new demo in
demo/mra_vs_swt.py).
+ There is now an n-dimensional implementation available for the
wavelet packet transforms (see class WaveletPacketND).
* Backwards incompatible changes
+ The image returned by pywt.data.camera has been replaced by a
similar, CC0-licensed image because the original image was
determined to only be licensed for non-commercial use. Any users
who still need the prior camera image for non-commercial use can
find it many places online by performing a web search for
"cameraman test image".
* Bugs Fixed
+ Add input length check in dwt_single for reflect modes.
+ Demos were updated for compatibility with recent Matplotlib
versions.
+ Removed deprecated import from imp.
* Other changes
+ PyWavelets has dropped support for Python 3.5 and 3.6 in this
release.
* Mon Feb 15 2021 Ben Greiner <code@bnavigator.de>
- Skip python36 build: No python36-numpy anymore in Tumbleweed
NumPy 1.20 dropped support for Python 3.6 (NEP 29)
* Thu Jan 30 2020 Todd R <toddrme2178@gmail.com>
- Update to version 1.1.1
* This release is identical in functionality to 1.1.0.
It fixes setup.py to prevent pip from trying to install from PyPI for Python < 3.5.
- Update to version 1.1.0
+ New features
* All ``swt`` functions now have a new ``trim_approx`` option that can be used
to exclude the approximation coefficients from all but the final level of
decomposition. This mode makes the output of these functions consistent with
the format of the output from the corresponding ``wavedec`` functions.
* All ``swt`` functions also now have a new ``norm`` option that, when set to
``True`` and used in combination with ``trim_approx=True``, gives a partition
of variance across the transform coefficients. In other words, the sum of
the variances of all coefficients is equal to the variance of the original
data. This partitioning of variance makes the ``swt`` transform more similar
to the multiple-overlap DWT (MODWT) described in Percival and Walden's book,
"Wavelet Methods for Time Series Analysis".
A demo of this new ``swt`` functionality is available at
https://github.com/PyWavelets/pywt/blob/master/demo/swt_variance.py
* The continuous wavelet transform (``cwt``) now offers an FFT-based
implementation in addition to the previous convolution based one. The new
``method`` argument can be set to either ``'conv'`` or ``'fft'`` to select
between these two implementations..
* The ``cwt`` now also has ``axis`` support so that CWTs can be applied in
batch along any axis of an n-dimensional array. This enables faster batch
transformation of signals.
+ Backwards incompatible changes
* When the input to ``cwt`` is single precision, the computations are now
performed in single precision. This was done both for efficiency and to make
``cwt`` handle dtypes consistently with the discrete transforms in
PyWavelets. This is a change from the prior behaviour of always performing
the ``cwt`` in double precision.
* When using complex-valued wavelets with the ``cwt``, the output will now be
the complex conjugate of the result that was produced by PyWavelets 1.0.x.
This was done to account for a bug described below. The magnitude of the
``cwt`` coefficients will still match those from previous releases.
+ Bugs Fixed
* For a ``cwt`` with complex wavelets, the results in PyWavelets 1.0.x releases
matched the output of Matlab R2012a's ``cwt``. Howveer, older Matlab releases
like R2012a had a phase that was of opposite sign to that given in textbook
definitions of the CWT (Eq. 2 of Torrence and Compo's review article, "A
Practical Guide to Wavelet Analysis"). Consequently, the wavelet coefficients
were the complex conjugates of the expected result. This was validated by
comparing the results of a transform using ``cmor1.0-1.0`` as compared to the
``cwt`` implementation available in Matlab R2017b as well as the function
``wt.m`` from the Lancaster University Physics department's
`MODA toolbox <https://github.com/luphysics/MODA>`_.
* For some boundary modes and data sizes, round-trip ``dwt``/``idwt`` can
result in an output that has one additional coefficient. Prior to this
relese, this could cause a failure during ``WaveletPacket`` or
``WaveletPacket2D`` reconstruction. These wavelet packet transforms have now
been fixed and round-trip wavelet packet transforms always preserve the
original data shape.
* All inverse transforms now handle mixed precision coefficients consistently.
Prior to this release some inverse transform raised an error upon
encountering mixed precision dtypes in the wavelet subbands. In release 1.1,
when the user-provided coefficients are a mixture of single and double
precision, all coefficients will be promoted to double precision.
* A bug that caused a failure for ``iswtn`` when using user-provided ``axes``
with non-uniform shape along the transformed axes has been fixed.
+ Other changes
* The PyWavelet test suite now uses ``pytest`` rather than ``nose``.
* Cython code has been updated to use ``language_level=3``.
* PyWavelets has adopted the SciPy Code of Conduct.
- Drop doc subpackage. readthedocs is changing their url structure
too quickly to easily keep up with.
* Tue Jul 23 2019 Todd R <toddrme2178@gmail.com>
- Update to version 1.0.3
PyWavelets 1.0.3 is functionally equivalent to the 1.0.2 release.
It was made to archive the JOSS paper about PyWavelets to the
1.0.x branch and serve as a reference corresponding to the
version that was peer reviewed.
* Tue Mar 12 2019 Matej Cepl <mcepl@suse.com>
- Update to version 1.0.2:
PyWavelets 1.0.2 is a bug-fix and maintenance release with no
new features compared to 1.0.1.
* Bugs Fixed
- A bug in iswtn when using some combinations of
user-specified axes was fixed.
- A potential error related to coefficient shape mismatch
during WaveletPacket or WaveletPacket2D reconstruction was
fixed.
* Other Changes
- A deprecated import of Iterable was fixed.
- The spelling of "Garrote" was fixed in the wavelet
thresholding documentation. For backwards compatibility
with 1.0.0, the incorrect ("garotte") spelling is also
accepted for the mode parameter of pywt.threshold.
- The spelling of "supported" was fixed in one of the
ValueError messages that can be returned by pywt.cwt.
- Cython language compatibility has been pinned to
language_level = '2'. This is in contrast to the master
branch which is now using language_level = '3'. To support
this, the minimum supported Cython version has been raised
to 0.23.5.
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