From 8c94de598472d5ca5d21b1b31e19a9b6ba4b27cc Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 22 Jun 2026 17:30:59 +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/astral-sh/ruff-pre-commit: v0.15.16 → v0.15.18](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.16...v0.15.18)
---
 .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 5fb72f04..5c85c8de 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -12,7 +12,7 @@ repos:
     hooks:
     -   id: black
 -   repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.15.16'
+    rev: 'v0.15.18'
     hooks:
         - id: ruff
           args: [--fix, --exit-non-zero-on-fix]

From 8ac889d5f40587d31f1c2cca739b3bd0a444589f Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 22 Jun 2026 17:31:15 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index f1985dea..b63a0c91 100644
--- a/README.md
+++ b/README.md
@@ -277,13 +277,13 @@ If you found Bergson useful in your research, please cite us:
 
 ```bibtex
 @misc{quirke2026bergsonopensourcelibrary,
-      title={Bergson: An Open Source Library for Data Attribution}, 
+      title={Bergson: An Open Source Library for Data Attribution},
       author={Lucia Quirke and Louis Jaburi and David Johnston and William Z. Li and Gonçalo Paulo and Guillaume Martres and Girish Gupta and Stella Biderman and Nora Belrose},
       year={2026},
       eprint={2606.11660},
       archivePrefix={arXiv},
       primaryClass={cs.LG},
-      url={https://arxiv.org/abs/2606.11660}, 
+      url={https://arxiv.org/abs/2606.11660},
 }
 ```