explain

app.py

@@ -222,9 +222,9 @@ With no need for jargon, SSDS delivers tangible value to our fintech operations.
   with gr.Tab("Explainable AI"):
 
     gr.Markdown("""
-    <h1>Explain by Dataset</h1>
-    <br/>
-    <img src="data.png" />
+    Explain by Dataset
+    =============
+    ![summary](("/file=./xgb/data.png"))
     
     sorted feature from top(most import)
     
@@ -239,15 +239,16 @@ With no need for jargon, SSDS delivers tangible value to our fintech operations.
     
     Explain by Feature
     =============
+    ![partial_dependence](("/file=./xgb/feature.png"))
 
-    <img src="https://huggingface.co/spaces/kevinhug/clientX/resolve/main/xgb/feature.png" />
     dist lower than 900 spike the price f(x)
     
     also highlighted the shap value for record[20] at around 6500
     
     Explain by Record
     =============
-    ![force](./xgb/record.png)
+    ![force](("/file=./xgb/record.png"))
+    
     the largest contribution to positive price is dist_subway
     
     second contribution is age