Merge branch 'master' into feature/apriori-association-rules

Author: simoderyouch

.pre-commit-config.yaml

@@ -16,7 +16,7 @@ repos:
       - id: auto-walrus
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.12.11
+    rev: v0.12.12
     hooks:
       - id: ruff-check
       - id: ruff-format