Update slapp.py

slapp.py

@@ -21,44 +21,66 @@ st.markdown("Welcome to the Fraud Detection API! Please enter the transaction de
 # Tabs for input sections
 tab1, tab2, tab3 = st.tabs(["Basic Info", "Features (V1 - V14)", "Features (V15 - V28)"])
 
+# Horizontal layout for Basic Info
 with tab1:
     st.header("Basic Information")
-    time = st.number_input("Time", min_value=0.0, step=0.1)
-    amount = st.number_input("Amount", min_value=0.0, step=0.1)
+    col1, col2 = st.columns(2)
+    with col1:
+        time = st.number_input("Time", min_value=0.0, step=0.1)
+    with col2:
+        amount = st.number_input("Amount", min_value=0.0, step=0.1)
 
+# Horizontal layout for Features V1 - V14
 with tab2:
     st.header("Features (V1 - V14)")
-    v1 = st.number_input("V1", step=0.01)
-    v2 = st.number_input("V2", step=0.01)
-    v3 = st.number_input("V3", step=0.01)
-    v4 = st.number_input("V4", step=0.01)
-    v5 = st.number_input("V5", step=0.01)
-    v6 = st.number_input("V6", step=0.01)
-    v7 = st.number_input("V7", step=0.01)
-    v8 = st.number_input("V8", step=0.01)
-    v9 = st.number_input("V9", step=0.01)
-    v10 = st.number_input("V10", step=0.01)
-    v11 = st.number_input("V11", step=0.01)
-    v12 = st.number_input("V12", step=0.01)
-    v13 = st.number_input("V13", step=0.01)
-    v14 = st.number_input("V14", step=0.01)
+    cols = st.columns(7)
+    with cols[0]:
+        v1 = st.number_input("V1", step=0.01)
+        v2 = st.number_input("V2", step=0.01)
+    with cols[1]:
+        v3 = st.number_input("V3", step=0.01)
+        v4 = st.number_input("V4", step=0.01)
+    with cols[2]:
+        v5 = st.number_input("V5", step=0.01)
+        v6 = st.number_input("V6", step=0.01)
+    with cols[3]:
+        v7 = st.number_input("V7", step=0.01)
+        v8 = st.number_input("V8", step=0.01)
+    with cols[4]:
+        v9 = st.number_input("V9", step=0.01)
+        v10 = st.number_input("V10", step=0.01)
+    with cols[5]:
+        v11 = st.number_input("V11", step=0.01)
+        v12 = st.number_input("V12", step=0.01)
+    with cols[6]:
+        v13 = st.number_input("V13", step=0.01)
+        v14 = st.number_input("V14", step=0.01)
 
+# Horizontal layout for Features V15 - V28
 with tab3:
     st.header("Features (V15 - V28)")
-    v15 = st.number_input("V15", step=0.01)
-    v16 = st.number_input("V16", step=0.01)
-    v17 = st.number_input("V17", step=0.01)
-    v18 = st.number_input("V18", step=0.01)
-    v19 = st.number_input("V19", step=0.01)
-    v20 = st.number_input("V20", step=0.01)
-    v21 = st.number_input("V21", step=0.01)
-    v22 = st.number_input("V22", step=0.01)
-    v23 = st.number_input("V23", step=0.01)
-    v24 = st.number_input("V24", step=0.01)
-    v25 = st.number_input("V25", step=0.01)
-    v26 = st.number_input("V26", step=0.01)
-    v27 = st.number_input("V27", step=0.01)
-    v28 = st.number_input("V28", step=0.01)
+    cols = st.columns(7)
+    with cols[0]:
+        v15 = st.number_input("V15", step=0.01)
+        v16 = st.number_input("V16", step=0.01)
+    with cols[1]:
+        v17 = st.number_input("V17", step=0.01)
+        v18 = st.number_input("V18", step=0.01)
+    with cols[2]:
+        v19 = st.number_input("V19", step=0.01)
+        v20 = st.number_input("V20", step=0.01)
+    with cols[3]:
+        v21 = st.number_input("V21", step=0.01)
+        v22 = st.number_input("V22", step=0.01)
+    with cols[4]:
+        v23 = st.number_input("V23", step=0.01)
+        v24 = st.number_input("V24", step=0.01)
+    with cols[5]:
+        v25 = st.number_input("V25", step=0.01)
+        v26 = st.number_input("V26", step=0.01)
+    with cols[6]:
+        v27 = st.number_input("V27", step=0.01)
+        v28 = st.number_input("V28", step=0.01)
 
 # Button to make predictions
 if st.button("Predict"):