From 82810ea337cfb4ed67b7b8faf446aa295b0d1040 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 25 May 2026 18:00:10 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
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Content-Transfer-Encoding: 8bit

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.15.7 → v0.15.14](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.7...v0.15.14)
- [github.com/psf/black-pre-commit-mirror: 26.3.1 → 26.5.1](https://github.com/psf/black-pre-commit-mirror/compare/26.3.1...26.5.1)
- [github.com/psf/black-pre-commit-mirror: 26.3.1 → 26.5.1](https://github.com/psf/black-pre-commit-mirror/compare/26.3.1...26.5.1)
---
 .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 4009c37..b533b00 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -28,7 +28,7 @@ exclude: "generate_gallery.py"
 repos:
   # Autoformat and lint Python code (exclude notebooks from ruff-format)
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.7
+    rev: v0.15.14
     hooks:
       - id: ruff
         types_or: [python, jupyter]
@@ -54,14 +54,14 @@ repos:
 
   # Black for Python files
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 26.3.1
+    rev: 26.5.1
     hooks:
       - id: black
         types: [python]
 
   # Black for Jupyter notebooks
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 26.3.1
+    rev: 26.5.1
     hooks:
       - id: black-jupyter
         types: [jupyter]