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app.py

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+#!/usr/bin/env python
+# coding: utf-8
+
+# In[14]:
+
+
+import gradio as gr
+from joblib import load 
+
+model = load("model.joblib")
+conv = load("tfd.joblib")
+
+def prediction(email):
+    inp =[email]
+    inp_final = conv.tranform(inp)
+    res = model.predict(inp_final)[0]
+    return "not-spam" if res==1 else "spam"
+iface = gr.Interface(
+        fn = prediction,
+        inputs=[gr.Text(label="Email")],
+        outputs = "text",
+        title = "Spam Identifier",
+        description = "this is used an app which can identify the email"
+        )
+iface.launch()
+
+
+# In[ ]:
+
+
+
+