From ca71c23ba39587661006b86ada80cc8a05278acd Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 19 Oct 2026 17:08:58 +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/mirrors-mypy: v2.3.0 → v2.4.0](https://github.com/pre-commit/mirrors-mypy/compare/v2.3.0...v2.4.0)
- [github.com/astral-sh/ruff-pre-commit: v0.15.22 → v0.17.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.22...v0.17.1)
---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index da3d089..5acac4e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,7 +12,7 @@ repos:
       - id: detect-private-key
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v2.3.0"
+    rev: "v2.4.0"
     hooks:
       - id: mypy
         additional_dependencies: [types-PyYAML]
@@ -40,7 +40,7 @@ repos:
         args: ["--ignore", "paper/paper.md"]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.15.22"
+    rev: "v0.17.1"
     hooks:
       # Run the linter.
       - id: ruff

From c625e726ba2c672d33dec7f728e91532b64050fb Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 19 Oct 2026 17:09:12 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit hooks

for more information, see https://pre-commit.ci
---
 paper/paper.md                   | 2 ++
 scripts/generate_star_history.py | 2 +-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/paper/paper.md b/paper/paper.md
index f8754f5..7726b40 100644
--- a/paper/paper.md
+++ b/paper/paper.md
@@ -117,6 +117,7 @@ import torch
 import visualtorch
 from torch import nn
 
+
 class SimpleDense(nn.Module):
     def __init__(self) -> None:
         super().__init__()
@@ -131,6 +132,7 @@ class SimpleDense(nn.Module):
         x = self.h2(x)
         return self.out(x)
 
+
 model = SimpleDense()
 
 input_shape = (1, 4)
diff --git a/scripts/generate_star_history.py b/scripts/generate_star_history.py
index f2cd665..2c89441 100644
--- a/scripts/generate_star_history.py
+++ b/scripts/generate_star_history.py
@@ -55,7 +55,7 @@ def _fetch_stargazer_timestamps() -> list[datetime]:
     page = 1
     while True:
         url = f"https://api.github.com/repos/{REPO}/stargazers?per_page=100&page={page}"
-        request = urllib.request.Request(url, headers=headers)  # noqa: S310
+        request = urllib.request.Request(url, headers=headers)
         with urllib.request.urlopen(request) as response:  # noqa: S310
             entries = json.loads(response.read())
         if not entries: