From c8645bf15ac688b9c75ea3ee4f317bfb02efa78b Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 20:45:18 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.15.22 → v0.16.2](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.22...v0.16.2)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 689214e..5ac9106 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ repos:
     hooks:
       - id: black-jupyter
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.15.22"
+    rev: "v0.16.2"
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]