From cf27267cdc0cb4ac873b4da8086065a73dd21122 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 1 Dec 2025 20:51:34 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/psf/black-pre-commit-mirror: 25.9.0 → 25.11.0](https://github.com/psf/black-pre-commit-mirror/compare/25.9.0...25.11.0)
- [github.com/astral-sh/ruff-pre-commit: v0.14.3 → v0.14.7](https://github.com/astral-sh/ruff-pre-commit/compare/v0.14.3...v0.14.7)
- [github.com/kynan/nbstripout: 0.8.1 → 0.8.2](https://github.com/kynan/nbstripout/compare/0.8.1...0.8.2)
---
 .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 79df231..bab640c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,16 +9,16 @@ repos:
       - id: end-of-file-fixer
         exclude_types: [json, binary]
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: "25.9.0"
+    rev: "25.11.0"
     hooks:
       - id: black-jupyter
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.14.3"
+    rev: "v0.14.7"
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
   - repo: https://github.com/kynan/nbstripout
-    rev: "0.8.1"
+    rev: "0.8.2"
     hooks:
       - id: nbstripout
         exclude: docs/benchmarks.ipynb