[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.5.0 → v5.0.0](pre-commit/pre-commit-hooks@v4.5.0...v5.0.0)
- [github.com/igorshubovych/markdownlint-cli: v0.39.0 → v0.43.0](igorshubovych/markdownlint-cli@v0.39.0...v0.43.0)
- [github.com/codespell-project/codespell: v2.2.6 → v2.3.0](codespell-project/codespell@v2.2.6...v2.3.0)
- [github.com/astral-sh/ruff-pre-commit: v0.3.3 → v0.8.3](astral-sh/ruff-pre-commit@v0.3.3...v0.8.3)

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -2,7 +2,7 @@
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
+    rev: v5.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
@@ -14,7 +14,7 @@ repos:
         args: [--allow-missing-credentials]
       - id: detect-private-key
   - repo: https://github.com/igorshubovych/markdownlint-cli
-    rev: v0.39.0
+    rev: v0.43.0
     hooks:
       - id: markdownlint
         name: Markdownlint
@@ -28,14 +28,14 @@ repos:
           ]
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.2.6
+    rev: v2.3.0
     hooks:
       - id: codespell
         name: codespell
         description: Checks for common misspellings in text files
         exclude: 'notebooks/.*'
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.3.3
+    rev: v0.8.3
     hooks:
       - id: ruff
         types_or: [python, pyi, jupyter]