diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 9ab9ca7..f2c6567 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,29 +1,23 @@
 repos:
-    - repo: https://github.com/pre-commit/pre-commit-hooks
-      rev: v4.5.0
-      hooks:
-          - id: check-toml
-          - id: check-yaml
-          - id: end-of-file-fixer
-            types: [python]
-          - id: trailing-whitespace
-          - id: requirements-txt-fixer
-          - id: check-added-large-files
-            args: ["--maxkb=500"]
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.5.0
+    hooks:
+      - id: check-toml
+      - id: check-yaml
+      - id: end-of-file-fixer
+        types: [python]
+      - id: trailing-whitespace
+      - id: requirements-txt-fixer
+      - id: check-added-large-files
+        args: ["--maxkb=500"]
 
-    - repo: https://github.com/psf/black
-      rev: 24.2.0
-      hooks:
-          - id: black-jupyter
-            language_version: python3.11
+  - repo: https://github.com/psf/black
+    rev: 24.2.0
+    hooks:
+      - id: black-jupyter
+        language_version: python3.11
 
-    - repo: https://github.com/codespell-project/codespell
-      rev: v2.2.6
-      hooks:
-          - id: codespell
-            args: [--toml, pyproject-codespell.precommit-toml]
-
-    - repo: https://github.com/kynan/nbstripout
-      rev: 0.7.1
-      hooks:
-          - id: nbstripout
+  - repo: https://github.com/kynan/nbstripout
+    rev: 0.7.1
+    hooks:
+      - id: nbstripout