From 49f36119c5185ef868625d38dadca34b5080eb73 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 19:02:50 +0000
Subject: [PATCH 1/2] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/pre-commit/pre-commit-hooks: v5.0.0 → v6.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v5.0.0...v6.0.0)
- https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror
- [github.com/psf/black-pre-commit-mirror: 25.1.0 → 26.1.0](https://github.com/psf/black-pre-commit-mirror/compare/25.1.0...26.1.0)
- [github.com/kynan/nbstripout: 0.8.1 → 0.9.1](https://github.com/kynan/nbstripout/compare/0.8.1...0.9.1)
---
 .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 9882717..86001fd 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,15 +1,15 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: check-yaml
       - id: end-of-file-fixer
       - id: trailing-whitespace
-  - repo: https://github.com/psf/black
-    rev: 25.1.0
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 26.1.0
     hooks:
       - id: black
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.8.1
+    rev: 0.9.1
     hooks:
       - id: nbstripout

From 9b5b72d8b147a604e956e13441917b8b9eeea7b4 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 23 Feb 2026 19:02:58 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 tools/__init__.py       | 1 +
 tools/sc/_sc.py         | 1 +
 tools/tools/__init__.py | 1 +
 tools/tools/_tools.py   | 1 +
 4 files changed, 4 insertions(+)

diff --git a/tools/__init__.py b/tools/__init__.py
index 54a693e..578db2a 100644
--- a/tools/__init__.py
+++ b/tools/__init__.py
@@ -4,6 +4,7 @@
 # @Last Modified by:   Kelvin
 # @Last Modified time: 2022-07-18 11:55:02
 """tools package"""
+
 import matplotlib
 
 FONTTYPE = 42
diff --git a/tools/sc/_sc.py b/tools/sc/_sc.py
index dff20bc..46e2997 100644
--- a/tools/sc/_sc.py
+++ b/tools/sc/_sc.py
@@ -4,6 +4,7 @@
 # @Last Modified by:   Kelvin
 # @Last Modified time: 2022-11-17 16:09:57
 """Miscellaneous single-cell functions."""
+
 import functools
 import math
 import scipy.sparse
diff --git a/tools/tools/__init__.py b/tools/tools/__init__.py
index cb264e4..e494cdf 100644
--- a/tools/tools/__init__.py
+++ b/tools/tools/__init__.py
@@ -4,6 +4,7 @@
 # @Last Modified by:   Kelvin
 # @Last Modified time: 2022-08-16 14:19:43
 """tools module."""
+
 from ._tools import (
     alpha_code,
     cmp,
diff --git a/tools/tools/_tools.py b/tools/tools/_tools.py
index 3ed9cde..621147f 100644
--- a/tools/tools/_tools.py
+++ b/tools/tools/_tools.py
@@ -4,6 +4,7 @@
 # @Last Modified by:   Kelvin
 # @Last Modified time: 2022-08-16 14:19:25
 """Miscellaneous functions."""
+
 import numpy as np
 
 import matplotlib.pyplot as plt