From e1637ca503050cee51be6f14c1db3d84e936acf6 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2026 20:42:23 +0000
Subject: [PATCH] chore: [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/psf/black-pre-commit-mirror: 25.12.0 → 26.3.1](https://github.com/psf/black-pre-commit-mirror/compare/25.12.0...26.3.1)
- [github.com/codespell-project/codespell: v2.4.1 → v2.4.2](https://github.com/codespell-project/codespell/compare/v2.4.1...v2.4.2)
---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c7383de..8416bce 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -26,12 +26,12 @@ repos:
     -   id: pyupgrade
 
 -   repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.12.0
+    rev: 26.3.1
     hooks:
     - id: black-jupyter
 
 -   repo: https://github.com/codespell-project/codespell
-    rev: v2.4.1
+    rev: v2.4.2
     hooks:
     - id: codespell
       files: ^.*\.(py|md|rst)$