Update app.py

app.py

@@ -16,6 +16,14 @@ import gradio as gr
 from sklearn.preprocessing import LabelEncoder
 from sklearn.impute import SimpleImputer
 from sklearn.neighbors import NearestNeighbors
+# --- sklearn <-> wrappers compatibility shim ---
+from sklearn.base import BaseEstimator
+if not hasattr(BaseEstimator, "sklearn_tags"):
+    # scikit-learn < 1.6 only has get_tags(); provide sklearn_tags() alias
+    def _sklearn_tags(self):
+        # mimic 1.6 behavior by delegating to get_tags()
+        return self.get_tags()
+    BaseEstimator.sklearn_tags = _sklearn_tags
 
 # Ensemble libs
 import joblib