diff --git a/pyproject.toml b/pyproject.toml
index 339eb4d66dff3b59472c978cd23237774a391158..bb93be327219f1e58eadc46317074d91eb3235e8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,8 +3,8 @@
 # SPDX-License-Identifier: GPL-3.0-or-later
 
 [build-system]
-    requires = ["setuptools>=61.0.0", "wheel"]
-    build-backend = "setuptools.build_meta"
+requires = ["setuptools>=61.0.0", "wheel"]
+build-backend = "setuptools.build_meta"
 
 [project]
 name = "ptbench"
@@ -12,13 +12,11 @@ version = "1.0.0b0"
 requires-python = ">=3.10"
 description = "Benchmarks for training and evaluating deep models for the detection of active Pulmonary Tuberculosis from Chest X-Ray imaging."
 dynamic = ["readme"]
-license = {text = "GNU General Public License v3 (GPLv3)"}
-authors = [
-    {name = "Geoffrey Raposo", email = "geoffrey@raposo.ch"}
-]
+license = { text = "GNU General Public License v3 (GPLv3)" }
+authors = [{ name = "Geoffrey Raposo", email = "geoffrey@raposo.ch" }]
 maintainers = [
-    {name = "Andre Anjos", email = "andre.anjos@idiap.ch"},
-    {name = "Daniel Carron", email = "daniel.carron@idiap.ch"}
+    { name = "Andre Anjos", email = "andre.anjos@idiap.ch" },
+    { name = "Daniel Carron", email = "daniel.carron@idiap.ch" },
 ]
 classifiers = [
     "Development Status :: 4 - Beta",
@@ -29,21 +27,21 @@ classifiers = [
     "Topic :: Software Development :: Libraries :: Python Modules",
 ]
 dependencies = [
-   "clapper",
-   "click",
-   "numpy",
-   "pandas",
-   "scipy",
-   "scikit-learn",
-   "tqdm",
-   "psutil",
-   "tabulate",
-   "matplotlib",
-   "pillow",
-   "torch>=1.8",
-   "torchvision>=0.10",
-   "lightning>=2.0.3",
-   "tensorboard",
+    "clapper",
+    "click",
+    "numpy",
+    "pandas",
+    "scipy",
+    "scikit-learn",
+    "tqdm",
+    "psutil",
+    "tabulate",
+    "matplotlib",
+    "pillow",
+    "torch>=1.8",
+    "torchvision>=0.10",
+    "lightning>=2.0.3",
+    "tensorboard",
 ]
 
 [project.urls]
@@ -62,12 +60,8 @@ doc = [
     "sphinx-copybutton",
     "sphinx-inline-tabs",
     "sphinx-click",
-    ]
-test = [
-    "pytest",
-    "pytest-cov",
-    "coverage",
-    ]
+]
+test = ["pytest", "pytest-cov", "coverage"]
 
 [project.scripts]
 ptbench = "ptbench.scripts.cli:cli"
@@ -487,10 +481,10 @@ padchest_tb_idiap_rs = "ptbench.configs.datasets.padchest_RS.tb_idiap"
 
 [tool.setuptools]
 zip-safe = true
-package-dir = {"" = "src"}
+package-dir = { "" = "src" }
 
 [tool.setuptools.dynamic]
-readme = {file = "README.md"}
+readme = { file = "README.md" }
 
 [tool.distutils.bdist_wheel]
 universal = true
@@ -505,10 +499,6 @@ lines_between_types = 1
 line-length = 80
 
 [tool.pytest.ini_options]
-addopts = [
-    "--cov=ptbench",
-    "--cov-report=term-missing",
-    "--import-mode=append",
-]
+addopts = ["--cov=ptbench", "--cov-report=term-missing", "--import-mode=append"]
 junit_logging = "all"
 junit_log_passing_tests = false