Update app.py

app.py

@@ -7,6 +7,35 @@ import streamlit as st
 # import pandas
 import pandas as pd
 
+# ---------------------------------------------------------
+# PAGE CONFIG
+# ---------------------------------------------------------
+st.set_page_config(
+    page_title="Predictive Maintenenace App",
+    layout="wide"
+)
+
+
+# ---------------------------------------------------------
+# TITLE
+# ---------------------------------------------------------
+#st.title("🏖️ Predict Engine Maintenance")
+#st.write("The Predict Maintenance app is a tool to predict if an Engine needs any maintenance based on provided operating sensor parameters.")
+#st.write("Fill in the details below and click **Predict** to see if the Engine needs maintenance to prevent from failure.")
+# -----------------------------
+# Title & Description
+# -----------------------------
+st.markdown("""
+<h2 style="margin-top: 0.5rem;">
+🔧 Engine Predictive Maintenance System
+</h2>
+""", unsafe_allow_html=True)
+st.markdown(
+    "Predict potential engine failures using real-time sensor inputs. "
+    "The model is optimized for **high fault recall** to minimize missed failures."
+)
+
+
 st.markdown("""
 <style>
 .block-container {
@@ -48,13 +77,6 @@ div[data-baseweb="input"] {
 
 
 
-# define functiom which can provide formatted input with appropriate label and input text
-# this will help in p[roducing consistent representation
-def formatted_number_input_variable_arg(title, hint, **kwargs):
-    st.markdown(f"**{title}**")
-    st.caption(hint)
-    return st.number_input("", **kwargs)
-
 def formatted_number_input(title, hint, minval, maxval, defvalue, steps, valformat="%.6f"):
 
     st.markdown('<div style="margin-bottom:4px;">', unsafe_allow_html=True)
@@ -78,34 +100,6 @@ def formatted_number_input(title, hint, minval, maxval, defvalue, steps, valform
          
     return user_input
 
-# ---------------------------------------------------------
-# PAGE CONFIG
-# ---------------------------------------------------------
-st.set_page_config(
-    page_title="Predictive Maintenenace App",
-    layout="wide"
-)
-
-
-# ---------------------------------------------------------
-# TITLE
-# ---------------------------------------------------------
-#st.title("🏖️ Predict Engine Maintenance")
-#st.write("The Predict Maintenance app is a tool to predict if an Engine needs any maintenance based on provided operating sensor parameters.")
-#st.write("Fill in the details below and click **Predict** to see if the Engine needs maintenance to prevent from failure.")
-# -----------------------------
-# Title & Description
-# -----------------------------
-st.markdown("""
-<h2 style="margin-top: 0.5rem;">
-🔧 Engine Predictive Maintenance System
-</h2>
-""", unsafe_allow_html=True)
-st.markdown(
-    "Predict potential engine failures using real-time sensor inputs. "
-    "The model is optimized for **high fault recall** to minimize missed failures."
-)
-
 
 # ====================================
 # Section : Capture Engine Parameters