Update app.py

app.py

@@ -4,7 +4,6 @@ import requests
 from googleapiclient.discovery import build
 from transformers import pipeline
 import numpy as np
-import daal4py as d4p
 
 # YouTube API setup
 def youtube_api_setup():
@@ -32,9 +31,9 @@ def fetch_youtube_sentiment(symbol, youtube, sentiment_model):
 
 # Moving Average (technical analysis)
 def calculate_moving_average(stock_data, window_size):
-    moving_avg_algo = d4p.moving_average(window_size)
-    result = moving_avg_algo.compute(stock_data['Close'].to_numpy())
-    return result
+    prices = stock_data['Close'].to_numpy()
+    moving_avg = np.convolve(prices, np.ones(window_size)/window_size, mode='valid')
+    return moving_avg
 
 # Fetch stock data using Yahoo Finance
 def fetch_stock_data(symbol):
@@ -92,3 +91,4 @@ if __name__ == "__main__":
     main()
 
 
+