Update app.py

app.py

@@ -5,6 +5,21 @@ import pickle
 from PIL import Image 
 
 image = Image.open('picture.png')
-st.image(image,caption = 'Network Data Anomaly',width =1000,height = 200)
+st.image(image,caption = 'Network Data Anomaly',width =1000)
 
-st.title("Network Data Anomaly")
+st.title("Network Data Anomaly")
+
+with open("./median.pickle", 'rb') as f:
+    MED = pickle.load(f)
+with open("./mad.pickle", 'rb') as g:
+    MA = pickle.load(g)
+
+def ZRscore_outlier(packet,med,ma):
+    z = (0.6745*(packet-med))/ (np.median(ma))
+    if np.abs(z) > 3: 
+        print("Outlier")
+    else:
+        print("Not an Outlier")
+
+packet = 373
+ZRscore_outlier(packet,MED,MA)