From 571a79c0acb58abddab3997a6ae2ae54b81b14bf Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 9 Nov 2026 20:10:53 +0000
Subject: [PATCH] [pre-commit.ci] pre-commit autoupdate
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updates:
- [github.com/astral-sh/ruff-pre-commit: v0.15.17 → v0.17.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.17...v0.17.4)
- [github.com/pre-commit/mirrors-mypy: v2.1.0 → v2.4.1](https://github.com/pre-commit/mirrors-mypy/compare/v2.1.0...v2.4.1)
- [github.com/crate-ci/typos: v1 → v1.52.0](https://github.com/crate-ci/typos/compare/v1...v1.52.0)
- [github.com/nbQA-dev/nbQA: 1.9.1 → 1.10.0](https://github.com/nbQA-dev/nbQA/compare/1.9.1...1.10.0)
---
 .pre-commit-config.yaml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4174b02..40de2a9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -17,7 +17,7 @@ repos:
     - id: check-toml
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.15.17'
+    rev: 'v0.17.4'
     hooks:
     - id: ruff
       args: [--fix, --exit-non-zero-on-fix]
@@ -26,7 +26,7 @@ repos:
       types_or: [python, jupyter]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v2.1.0
+    rev: v2.4.1
     hooks:
     - id: mypy
       entry: python3 -m mypy --config-file pyproject.toml
@@ -35,13 +35,13 @@ repos:
       exclude: "tests"
 
   - repo: https://github.com/crate-ci/typos
-    rev: v1
+    rev: v1.52.0
     hooks:
       - id: typos
         args: [--force-exclude]
 
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.9.1
+    rev: 1.10.0
     hooks:
     - id: nbqa-ruff
       args: [--fix, --exit-non-zero-on-fix]