diff --git a/.github/workflows/dependency_checker.yml b/.github/workflows/dependency_checker.yml
index 7900502e..589ce20d 100644
--- a/.github/workflows/dependency_checker.yml
+++ b/.github/workflows/dependency_checker.yml
@@ -16,6 +16,7 @@ jobs:
       run: |
         python -m pip install .[dev]
         make check-deps OUTPUT_FILEPATH=latest_requirements.txt
+        make fix-lint
     - name: Create pull request
       id: cpr
       uses: peter-evans/create-pull-request@v4
diff --git a/copulas/__init__.py b/copulas/__init__.py
index bcb2504f..5580fe07 100644
--- a/copulas/__init__.py
+++ b/copulas/__init__.py
@@ -69,10 +69,7 @@ def _find_addons():
         try:
             addon = entry_point.load()
         except Exception as e:  # pylint: disable=broad-exception-caught
-            msg = (
-                f'Failed to load "{entry_point.name}" from "{entry_point.value}" '
-                f'with error:\n{e}'
-            )
+            msg = f'Failed to load "{entry_point.name}" from "{entry_point.value}" with error:\n{e}'
             warnings.warn(msg)
             continue
 
diff --git a/copulas/multivariate/vine.py b/copulas/multivariate/vine.py
index 99a46891..b9612cf6 100644
--- a/copulas/multivariate/vine.py
+++ b/copulas/multivariate/vine.py
@@ -76,8 +76,7 @@ class VineCopula(Multivariate):
     def __init__(self, vine_type, random_state=None):
         if sys.version_info > (3, 8):
             warnings.warn(
-                'Vines have not been fully tested on Python >= 3.8 and might '
-                'produce wrong results.'
+                'Vines have not been fully tested on Python >= 3.8 and might produce wrong results.'
             )
 
         self.random_state = validate_random_state(random_state)
diff --git a/pyproject.toml b/pyproject.toml
index a3bda7ac..ceef9fdc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -182,7 +182,8 @@ exclude = [
     ".git",
     "__pycache__",
     ".ipynb_checkpoints",
-    "*.ipynb"
+    "*.ipynb",
+    "tasks.py",
 ]
 
 [tool.ruff.lint]
@@ -192,14 +193,23 @@ select = [
     # Pycodestyle
     "E",
     "W",
-    "D200",
+    # pydocstyle
+    "D",
     # isort
     "I001",
+    # print statements
+    "T201",
+    # pandas-vet
+    "PD",
+    # numpy 2.0
+    "NPY201"
 ]
 ignore = [
-    "E501",
+    # pydocstyle
     "D107",  # Missing docstring in __init__
     "D417",   # Missing argument descriptions in the docstring, this is a bug from pydocstyle: https://github.com/PyCQA/pydocstyle/issues/449
+    "PD901",
+    "PD101",
 ]
 
 [tool.ruff.format]
@@ -209,14 +219,18 @@ preview = true
 docstring-code-format = true
 docstring-code-line-length = "dynamic"
 
-[tool.ruff.lint.pep8-naming]
-extend-ignore-names = ["X", "C", "X_padded", "Y", "Y_padded"]
-
 [tool.ruff.lint.isort]
 known-first-party = ["copulas"]
+lines-between-types = 0
 
 [tool.ruff.lint.per-file-ignores]
 "__init__.py" = ["F401", "E402", "F403", "F405", "E501", "I001"]
+"errors.py" = ["D105"]
+"tests/**.py" = ["D"]
 
 [tool.ruff.lint.pydocstyle]
 convention = "google"
+
+[tool.ruff.lint.pycodestyle]
+max-doc-length = 100
+max-line-length = 100
diff --git a/tests/large_scale_evaluation.py b/tests/large_scale_evaluation.py
index 0a5d6471..3caf4b29 100644
--- a/tests/large_scale_evaluation.py
+++ b/tests/large_scale_evaluation.py
@@ -236,7 +236,7 @@ def _get_parser():
         '-s',
         '--sample',
         type=int,
-        help=('Limit the test to a number of datasets (sampled randomly)' ' specified by SAMPLE.'),
+        help=('Limit the test to a number of datasets (sampled randomly) specified by SAMPLE.'),
     )
     parser.add_argument('-r', '--max-rows', type=int, help='Limit the number of rows per dataset.')
     parser.add_argument(
@@ -285,7 +285,7 @@ def main():
 
     results = run_evaluation(model_names, dataset_names, args.max_rows, args.max_columns)
 
-    print(tabulate.tabulate(results, tablefmt='github', headers=results.columns, showindex=False))
+    print(tabulate.tabulate(results, tablefmt='github', headers=results.columns, showindex=False))  # noqa
 
     if args.output_path:
         LOGGER.info('Saving report to %s', args.output_path)