diff --git a/doc/index.rst b/doc/index.rst
index fd01887..2de5ee7 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -1,8 +1,8 @@
 +-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
-| .. figure:: images/sheffield-logo.svg   | .. figure:: images/tongji-logo.jpg      | .. figure:: images/DRG-logo.png         | .. figure:: images/shmc.png             |
-|   :target: https://www.sheffield.ac.uk/ |   :target: https://www.tongji.edu.cn/   |   :target: https://drg.ac.uk/           |   :target: https://shmc.tongji.edu.cn/  |
+| .. figure:: images/tongji-logo.jpg      | .. figure:: images/sheffield-logo.svg   | .. figure:: images/shmc.png             | .. figure:: images/DRG-logo.png         |
+|   :target: https://www.tongji.edu.cn/   |   :target: https://www.sheffield.ac.uk/ |   :target: https://shmc.tongji.edu.cn/  |   :target: https://drg.ac.uk/           |
 |   :figwidth: 70pt                       |   :figwidth: 70pt                       |   :figwidth: 70pt                       |   :figwidth: 70pt                       |
-|   :alt: Sheffield                       |   :alt: Tongji                          |   :alt: DRG                             |   :alt: SHMC                            |
+|   :alt: Tongji                          |   :alt: Sheffield                       |   :alt: SHMC                            |   :alt: DRG                             |
 |                                         |                                         |                                         |                                         |
 |                                         |                                         |                                         |                                         |
 +-----------------------------------------+-----------------------------------------+-----------------------------------------+-----------------------------------------+
diff --git a/pixi.lock b/pixi.lock
index a933333..8fd9ffd 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -3610,9 +3610,9 @@ packages:
 - pypi: ./
   name: fastcan
   version: 0.4.0
-  sha256: d77a867eb1089c1057661ebe9f1771dd1b610c1125f23e903ba25a005fede67c
+  sha256: e6147fe3e91398a17e00529fba3e4d5832a4ed117d63d41fa3ad700a44a62665
   requires_dist:
-  - scikit-learn>=1.7.0
+  - scikit-learn>=1.7.0,!=1.7.1
   - furo ; extra == 'docs'
   - matplotlib ; extra == 'docs'
   - sphinx-gallery ; extra == 'docs'
diff --git a/pyproject.toml b/pyproject.toml
index 41d1f96..76930c1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,7 +9,7 @@ requires-python = ">=3.10"
 readme = "README.rst"
 license = { file = "LICENSE" }
 
-dependencies = ["scikit-learn>=1.7.0"]
+dependencies = ["scikit-learn>=1.7.0,!=1.7.1"]
 
 classifiers = [
     "Development Status :: 4 - Beta",
@@ -51,7 +51,7 @@ platforms = ["win-64", "linux-64", "osx-64", "osx-arm64", "linux-aarch64"]
 
 [tool.pixi.dependencies]
 python = ">=3.13.0"
-scikit-learn = ">=1.7.0"
+scikit-learn = ">=1.7.0,!=1.7.1"
 
 [tool.pixi.pypi-dependencies]
 fastcan = { path = ".", editable = true }
@@ -85,7 +85,7 @@ pip = "*"
 python-freethreading = "*"
 
 [tool.pixi.feature.nogil.pypi-dependencies]
-scikit-learn = ">=1.7.0"
+scikit-learn = ">=1.7.0,!=1.7.1"
 fastcan = { path = ".", editable = true }
 
 [tool.pixi.feature.nogil.build-dependencies]