diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d8cd09a..80976d0 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,27 +11,27 @@ ci:
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
       - id: check-added-large-files
 
-  - repo: https://github.com/psf/black
-    rev: 24.8.0
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 25.9.0
     hooks:
       - id: black
         name: "Black: The uncompromising Python code formatter"
 
   - repo: https://github.com/PyCQA/isort
-    rev: 5.13.2
+    rev: 6.1.0
     hooks:
       - id: isort
         name: "Sort Imports"
         args: [ "--profile black" ]
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.3.0
+    rev: v2.4.1
     hooks:
       - id: codespell
         args:
@@ -41,13 +41,13 @@ repos:
           - "*.bib,*.ipynb"
 
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.17.0
+    rev: v3.20.0
     hooks:
       - id: pyupgrade
         args: [ --py36-plus ]
 
   - repo: https://github.com/PyCQA/bandit
-    rev: 1.7.10
+    rev: 1.8.6
     hooks:
       - id: bandit
         language_version: python3
@@ -67,7 +67,7 @@ repos:
 
 
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.7.1
+    rev: 0.8.1
     hooks:
       - id: nbstripout
         args: