Update app.py

app.py

@@ -2,7 +2,6 @@ import streamlit as st
 import requests
 from Pandas_Market_Predictor import Pandas_Market_Predictor
 import pandas as pd
-import numpy as np
 
 # Hard-coded API key for demonstration purposes
 API_KEY = "QR8F9B7T6R2SWTAT"
@@ -39,8 +38,8 @@ def calculate_indicators(data):
     data['12EMA'] = data['Close'].ewm(span=12).mean()
     data['MACD'] = data['12EMA'] - data['26EMA']
 
-    # Calculate Ichimoku Cloud
-    data = calculate_ichimoku_cloud(data)
+    # Skip Ichimoku Cloud calculation
+    # data = calculate_ichimoku_cloud(data)
 
     return data
 
@@ -65,7 +64,7 @@ def main():
 
     my_market_predictor = Pandas_Market_Predictor(df)
 
-    indicators = ["Doji", "Inside", "MA5", "MA20", "MACD", "tenkan_sen", "kijun_sen", "senkou_span_a", "senkou_span_b"]
+    indicators = ["Doji", "Inside", "MA5", "MA20", "MACD"]  # Remove Ichimoku Cloud indicators
     trend = my_market_predictor.Trend_Detection(indicators, 10)
 
     st.subheader("Predicted Trend:")