From 8958ed89664079e8d388ce120e1d52aeb480848c Mon Sep 17 00:00:00 2001
From: jmmshn <14003693+jmmshn@users.noreply.github.com>
Date: Sat, 1 Aug 2026 02:37:10 +0000
Subject: [PATCH] Auto-update pre-commit hooks

---
 .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 253d47c..7b9dd13 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,7 +4,7 @@ exclude: ^notebooks/
 repos:
 - repo: https://github.com/astral-sh/ruff-pre-commit
   # Ruff version.
-  rev: v0.13.3
+  rev: v0.16.1
   hooks:
     # Run the linter.
     - id: ruff-check
@@ -12,7 +12,7 @@ repos:
     # Run the formatter.
     - id: ruff-format
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.18.2
+  rev: v2.3.0
   hooks:
   - id: mypy
     files: ^src/
@@ -23,7 +23,7 @@ repos:
     - tokenize-rt==4.1.0
     - types-pkg_resources==0.1.2
 - repo: https://github.com/codespell-project/codespell
-  rev: v2.4.1
+  rev: v2.4.3
   hooks:
   - id: codespell
     name: codespell