[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.1.0 → v5.0.0](pre-commit/pre-commit-hooks@v4.1.0...v5.0.0)
- [github.com/kynan/nbstripout: 0.6.1 → 0.8.1](kynan/nbstripout@0.6.1...0.8.1)
- [github.com/astral-sh/ruff-pre-commit: v0.4.1 → v0.8.1](astral-sh/ruff-pre-commit@v0.4.1...v0.8.1)

.pre-commit-config.yaml

@@ -2,7 +2,7 @@
 repos:
 
     - repo: https://github.com/pre-commit/pre-commit-hooks
-      rev: v4.1.0
+      rev: v5.0.0
       hooks:
           - id: check-json
           - id: check-yaml
@@ -15,12 +15,12 @@ repos:
             exclude: *exclude_pre_commit_hooks
 
     - repo: https://github.com/kynan/nbstripout
-      rev: 0.6.1
+      rev: 0.8.1
       hooks:
           - id: nbstripout
 
     - repo: https://github.com/astral-sh/ruff-pre-commit
-      rev: v0.4.1
+      rev: v0.8.1
       hooks:
       - id: ruff-format
         exclude: &exclude_ruff >