scikit-image 0.22.0 =================== We're happy to announce the release of scikit-image 0.22.0! Highlights ---------- - Add new image sequence ``skimage.data.palisades_of_vogt`` showing in-vivo tissue of the palisades of Vogt (`#6858 `_). - Add inpainting example to gallery (`#6853 `_). New Features ------------ - Add new image sequence ``skimage.data.palisades_of_vogt`` showing in-vivo tissue of the palisades of Vogt (`#6858 `_). API Changes ----------- - Update minimal required NumPy version to 1.22 (`#7005 `_). - Update minimal required lazy_loader version to 0.3 (`#7043 `_). - Make PyWavelets an optional dependency which is only required for ``skimage.restoration.denoise_wavelet`` and ``skimage.restoration.estimate_sigma`` (`#7156 `_). - Remove deprecated ``skimage.filters.inverse``. Use ``skimage.filters.filter_inverse`` instead (`#7161 `_). - Remove deprecated function ``skimage.filters.ridges.compute_hessian_eigenvalues``. Use ``skimage.feature.hessian_matrix_eigvals`` on the results of ``skimage.feature.hessian_matrix`` instead (`#7162 `_). - Remove deprecated automatic detection of the color channel in ``skimage.filters.gaussian``. ``channel_axis=None`` now indicates a grayscale image. Set the color channel with ``channel_axis=-1`` explicitly (`#7164 `_). - Change number of returned arguments in ``skimage.registration.phase_cross_correlation``. The function now always returns the 3 arguments ``shift``, ``error``, and ``phasediff`` (`#7166 `_). - Deprecate ``return_error`` in ``skimage.registration.phase_cross_correlation`` (`#7174 `_). Performance ----------- - Add lazy loading to the ``skimage.feature`` submodule (`#6983 `_). - Add lazy loading to the ``skimage.graph`` submodule (`#6985 `_). - Add lazy loading to the ``skimage.measure`` submodule (`#6999 `_). - Add lazy loading to the ``skimage.transform`` submodule (`#7009 `_). - Add lazy loading to the ``skimage.restoration`` submodule (`#7021 `_). - Add lazy loading to the ``skimage.registration`` submodule (`#7032 `_). - Avoid unnecessary padding in ``skimage.measure.block_resize`` (`#7092 `_). Bug Fixes --------- - Add missing properties ``num_pixels`` and ``coords_scaled`` to ``skimage.measure.regionprops_table`` (`#7039 `_). - Fix ``too many values to unpack error`` with imageio 2.31.1 in ``video.rst`` (`#7076 `_). - Address error in ``skimage.filters.threshold_triangle`` when images with a uniform intensity are passed. In these cases the uniform intensity is returned as the threshold (`#7098 `_). - Fix error in ``skimage.color.lab2rgb`` for 1D input (`#7116 `_). - Make ``skimage.registration.phase_cross_correlation`` consistently return an array even if ``disambiguate=True`` (`#7112 `_). - Allow ``extra_properties`` of non-equal lengths to be passed correctly to ``skimage.measure.regionprops_table`` (`#7136 `_). Documentation ------------- - Use a more descriptive title for current inpainting example (`#6989 `_). - Fix URLs to the install page (`#6998 `_). - Fix equation for Wiener filter in ``restoration.wiener``'s docstring (`#6987 `_). - Fix missing links in INSTALL.rst and simplify language (`#6984 `_). - Edit installation and contributor guidelines (`#6991 `_). - Fix URLs that lead to 404 page (`#7008 `_). - Replace with correct reference to eigenvalues in ridge detection docstrings (`#7034 `_). - Add inpainting example to gallery (`#6853 `_). - Fix grammar in SKIP 1 (`#7081 `_). - Add missing minus in ``SimilarityTransform`` docstring (`#6840 `_). - Add one-line docstring to ``skimage.segmentation`` (`#6843 `_). - Add a short docstring to ``skimage.util`` (`#6831 `_). - Enable version warning banners for docs (`#7139 `_). - Clarify order of dimensions in ``skimage.transform.EuclideanTransform`` (`#7103 `_). - Add docstring to the ``morphology`` module (`#6814 `_). - Include Plausible analytics from Scientific Python in our HTML docs (`#7145 `_). - Specify coordinate convention in ``skimage.draw.polygon2mask`` (`#7131 `_). - Update 0.22.0 release notes (`#7182 `_). Infrastructure -------------- - Pin milestone labeler to v0.1.0 SHA (`#6982 `_). - Ensure existing target directory for ``random.js`` (`#7015 `_). - Assign next milestone only for PRs targeting ``main`` branch (`#7018 `_). - Add missing directories to ``spin docs --clean`` command (`#7019 `_). - Rework ``generate_release_notes.py`` and add PR summary parsing (`#6961 `_). - Use packaged version of ``generate_release_notes.py`` (``changelist``) (`#7049 `_). - Generate requirements files from pyproject.toml (`#7085 `_). - Update spin to v0.5 (`#7093 `_). - Update to LLVM 16 with choco temporarily (`#7109 `_). - Update pytest config in ``pyproject.toml`` with repo-review recommendations (`#7063 `_). - Use checkout action version 4 (`#7180 `_). Maintenance ----------- - Don't test numpy prerelease on azure (`#6996 `_). - Drop Python 3.8 support per SPEC 0 (`#6990 `_). - Upper pin imageio (`#7002 `_). - meson: allow proper selection of NumPy, Pythran in cross builds (`#7003 `_). - Unpin imageio and add warningfilter (`#7006 `_). - Update to latest attach-next-milestone action (`#7014 `_). - Avoid deprecated auto-removal of overlapping axes in thresholding example (`#7026 `_). - Remove conflicting setuptools upper pin (`#7045 `_). - Remove future.graph after v0.21 release (`#6899 `_). - Cleanup from move to pyproject.toml (`#7044 `_). - Ignore new matplotlib warning (`#7056 `_). - Update spin (`#7054 `_). - Ignore SciPy 1.12.dev0 deprecation warning (`#7057 `_). - Include expected warning for SciPy 1.12 (`#7058 `_). - Mark NaN-related deprecation warning from ``np.clip`` as optional in tests (`#7052 `_). - Fix abs value function warnings (`#7010 `_). - Temporary fix for wheel recipe (`#7059 `_). - Temporary fix for wheel building (`#7060 `_). - Remove outdated comment (`#7077 `_). - Include py.typed file in distribution (PEP 561) (`#7073 `_). - Transition user guide to ``import skimage as ski`` (`#7024 `_). - Fix for NumPy 1.25 (`#6970 `_). - Pin sphinx until sphinx-gallery is fixed (`#7100 `_). - Cleanup old Python 3.11 tests (`#7099 `_). - Revert "Pin sphinx until sphinx-gallery is fixed (#7100)" (`#7102 `_). - MNT: Remove ``np.float_`` alias; it is removed in NumPy 2.0 (`#7118 `_). - Fix for NumPy 1.26 (`#7101 `_). - Update meson-python (`#7120 `_). - We now require sklearn 1.1, as per [SPEC0](https://scientific-python.org/specs/spec-0000/) (`#7121 `_). - Update for NumPy 2 namespace cleanup (`#7119 `_). - DOC: minor numpydoc syntax update (`#7123 `_). - Update for NumPy 2 namespace cleanup (`#7122 `_). - Temporary work-around for NEP 51 numpy scalar reprs + doctests (`#7125 `_). - Update lazy loader (`#7126 `_). - Fix PEP 8 issues (`#7142 `_). - Remove single-threaded dask usage in face detection gallery example which fixes issues with running the example on Windows and CI (`#7141 `_). - Update spin version to 0.6 (`#7150 `_). - Match pep8speaks and ruff line lengths to 88 (`#7148 `_). - Remove last reference to distutils in ``_build_utils/tempita.py`` (`#7137 `_). - Update sphinx, sphinx-gallery & sphinx_design (`#7155 `_). - Update minimal version of numpydoc to 1.6 (`#7106 `_). - Build wheels for py3.12 (`#7082 `_). - Update label and milestone workflows (`#7163 `_). - Update TODO (see #6899) (`#7165 `_). - Announce Python 3.12 support (`#7167 `_). - Remove pep8speaks config (`#7172 `_). - Filter out expected runtime warnings in registation.phase_cross_correlation when disambiguate=True (`#7147 `_). - Use pre-commit bot (`#7171 `_). - Fix missing warnings import in ``phase_cross_correlation`` (`#7175 `_). - Fix release notes error (`#7177 `_). - Use trusted publisher (`#7178 `_). Contributors ------------ 24 authors added to this release (alphabetically): - `@akonsk `_ - `@patquem `_ - `@rraadd88 `_ - `@scott-vsi `_ - Adeyemi Biola (`@decorouz `_) - Amund Vedal (`@vedal `_) - Ananya Srivastava (`@ana42742 `_) - Andrew J. Hesford (`@ahesford `_) - Antony Lee (`@anntzer `_) - Elena Pascal (`@elena-pascal `_) - Jarrod Millman (`@jarrodmillman `_) - Juan Nunez-Iglesias (`@jni `_) - Kenfack Anafack Alex Bruno (`@Br-Al `_) - Klaus Rettinghaus (`@rettinghaus `_) - Larry Bradley (`@larrybradley `_) - Lars Grüter (`@lagru `_) - Marianne Corvellec (`@mkcor `_) - Marvin Albert (`@m-albert `_) - Matthias Bussonnier (`@Carreau `_) - Matthias Nwt (`@matthiasnwt `_) - Mike Taves (`@mwtoews `_) - Riadh Fezzani (`@rfezzani `_) - Stefan van der Walt (`@stefanv `_) - Talley Lambert (`@tlambert03 `_) 19 reviewers added to this release (alphabetically): - `@akonsk `_ - `@scott-vsi `_ - Adeyemi Biola (`@decorouz `_) - Ananya Srivastava (`@ana42742 `_) - Andrew J. Hesford (`@ahesford `_) - Egor Panfilov (`@soupault `_) - Grzegorz Bokota (`@Czaki `_) - Jarrod Millman (`@jarrodmillman `_) - Juan Nunez-Iglesias (`@jni `_) - Kristen Thyng (`@kthyng `_) - Larry Bradley (`@larrybradley `_) - Lars Grüter (`@lagru `_) - Marianne Corvellec (`@mkcor `_) - Mark Harfouche (`@hmaarrfk `_) - Marvin Albert (`@m-albert `_) - Matthias Bussonnier (`@Carreau `_) - Maxim (`@koshakOK `_) - Mike Taves (`@mwtoews `_) - Stefan van der Walt (`@stefanv `_) *These lists are automatically generated, and may not be complete or may contain duplicates.*