diff --git a/pyproject.toml b/pyproject.toml
index f94e42b7..abbaeba3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,110 +1,110 @@
 [build-system]
 requires = [
-  "setuptools>=45",
-  "setuptools_scm[toml]>=6.2",
-  "wheel"
-  ]
-build-backend = "setuptools.build_meta"
+    'setuptools>=45',
+    'setuptools_scm[toml]>=6.2',
+    'wheel'
+]
+build-backend = 'setuptools.build_meta'
 
 [project]
-name = "skan"
-dynamic = ["version"]
-license =  {text = "BSD 3-Clause"}
-description = "Skeleton analysis in Python"
-readme = "README.md"
+name = 'skan'
+dynamic = ['version']
+license =  {text = 'BSD 3-Clause'}
+description = 'Skeleton analysis in Python'
+readme = 'README.md'
 authors = [
-  {name = "Juan Nunez-Iglesias", email = "juan.nunez-iglesias@monash.edu"}
+    {name = 'Juan Nunez-Iglesias', email = 'juan.nunez-iglesias@monash.edu'}
 ]
 classifiers = [
-  "Development Status :: 3 - Alpha",
-  "Environment :: Console",
-  "Intended Audience :: Developers",
-  "Intended Audience :: Education",
-  "Intended Audience :: Science/Research",
-  "License :: OSI Approved :: BSD License",
-  "Programming Language :: Python",
-  "Programming Language :: Python :: 3 :: Only",
-  "Programming Language :: Python :: 3.8",
-  "Programming Language :: Python :: 3.9",
-  "Programming Language :: Python :: 3.10",
-  "Topic :: Scientific/Engineering",
-  "Operating System :: Microsoft :: Windows",
-  "Operating System :: POSIX",
-  "Operating System :: Unix",
-  "Operating System :: MacOS",
-  "Framework :: napari",
+    'Development Status :: 3 - Alpha',
+    'Environment :: Console',
+    'Intended Audience :: Developers',
+    'Intended Audience :: Education',
+    'Intended Audience :: Science/Research',
+    'License :: OSI Approved :: BSD License',
+    'Programming Language :: Python',
+    'Programming Language :: Python :: 3 :: Only',
+    'Programming Language :: Python :: 3.8',
+    'Programming Language :: Python :: 3.9',
+    'Programming Language :: Python :: 3.10',
+    'Topic :: Scientific/Engineering',
+    'Operating System :: Microsoft :: Windows',
+    'Operating System :: POSIX',
+    'Operating System :: Unix',
+    'Operating System :: MacOS',
+    'Framework :: napari',
 ]
 keywords = [
-  "image processing",
-  "skeletons"
+    'image processing',
+    'skeletons'
 ]
-requires-python = ">=3.8"
+requires-python = '>=3.8'
 dependencies = [
-  "imageio>=2.10.1",
-  "magicgui>=0.7.3",
-  "matplotlib>=3.4",
-  "networkx>=2.7",
-  "numba>=0.53",
-  "numpy>=1.21",
-  "pandas>=2.0.2",
-  "openpyxl>=2.6",
-  "scikit-image>=0.17.1",
-  "scipy>=1.7",
-  "toolz>=0.10.0",
-  "tqdm>=4.57.0"
+    'imageio>=2.10.1',
+    'magicgui>=0.7.3',
+    'matplotlib>=3.4',
+    'networkx>=2.7',
+    'numba>=0.53',
+    'numpy>=1.21',
+    'pandas>=2.0.2',
+    'openpyxl>=2.6',
+    'scikit-image>=0.17.1',
+    'scipy>=1.7',
+    'toolz>=0.10.0',
+    'tqdm>=4.57.0'
 ]
 
 [project.optional-dependencies]
 all = [
-  "scikit-image[data]",
+    'scikit-image[data]',
 ]
-testing =[
-  "coverage",
-  "hypothesis",
-  "napari[pyqt5]!=0.4.18",
-  "pytest",
-  "pytest-cov",
-  "pytest-qt",
-  "seaborn<1.0",
-  "tifffile",
+testing = [
+    'coverage',
+    'hypothesis',
+    'napari[pyqt5]!=0.4.18',
+    'pytest',
+    'pytest-cov',
+    'pytest-qt',
+    'seaborn<1.0',
+    'tifffile',
 ]
 docs = [
-  "napari[all]<0.4.18",
-  "sphinx",
-  "jupyter",
-  "notebook",
-  "seaborn<1.0",
-  "sphinx-toggleprompt",
-  "sphinx-copybutton",
-  "sphinxcontrib-bibtex",
-  "myst-nb",
-  "zarr",
-  "pydata-sphinx-theme==0.8.1"
+    'napari[all]<0.4.18',
+    'sphinx',
+    'jupyter',
+    'notebook',
+    'seaborn<1.0',
+    'sphinx-toggleprompt',
+    'sphinx-copybutton',
+    'sphinxcontrib-bibtex',
+    'myst-nb',
+    'zarr',
+    'pydata-sphinx-theme==0.8.1'
 ]
 
 [project.urls]
-Source = "https://github.com/jni/skan"
-Bug_Tracker = "https://github.com/jni//issues"
-Documentation = "https://skeleton-analysis.org/stable/"
+Source = 'https://github.com/jni/skan'
+Bug_Tracker = 'https://github.com/jni//issues'
+Documentation = 'https://skeleton-analysis.org/stable/'
 
 [tool.setuptools]
 include-package-data = true
 
 [tool.setuptools.packages.find]
-where = ["src"]
-include = ["skan"]
-exclude = ["doc"]
+where = ['src']
+include = ['skan']
+exclude = ['doc']
 
 [tool.setuptools.package-data]
 skan = [
-  "*.tif",
-  "*.zarr",
-  "*.zip",
-  "*napari.yaml"
+    '*.tif',
+    '*.zarr',
+    '*.zip',
+    '*napari.yaml'
 ]
 
 [tool.setuptools_scm]
-write_to = "src/skan/_version.py"
+write_to = 'src/skan/_version.py'
 
-[project.entry-points."napari.manifest"]
-skan-napari = "skan:napari.yaml"
+[project.entry-points.'napari.manifest']
+skan-napari = 'skan:napari.yaml'