From a9bf0c2ea2da201f031154d04f36f29fd2d10773 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 27 Apr 2026 20:59:00 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/kynan/nbstripout: 0.7.1 → 0.9.1](https://github.com/kynan/nbstripout/compare/0.7.1...0.9.1)
- [github.com/pre-commit/pre-commit-hooks: v4.6.0 → v6.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.6.0...v6.0.0)
- [github.com/astral-sh/ruff-pre-commit: v0.6.5 → v0.15.12](https://github.com/astral-sh/ruff-pre-commit/compare/v0.6.5...v0.15.12)
---
 .pre-commit-config.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 65eddb4..60b66e0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,12 +1,12 @@
 repos:
 
 -   repo: https://github.com/kynan/nbstripout
-    rev: 0.7.1
+    rev: 0.9.1
     hooks:
     -   id: nbstripout
 
 -   repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
+    rev: v6.0.0
     hooks:
     -   id: check-yaml
     -   id: check-toml
@@ -16,7 +16,7 @@ repos:
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
   # Ruff version.
-  rev: v0.6.5
+  rev: v0.15.12
   hooks:
     # Run the linter.
     - id: ruff