Upload Model.py

Model.py

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+#!/usr/bin/env python
+# coding: utf-8
+
+# In[10]:
+
+
+import gradio as gr
+from joblib import load
+
+model = load('model.joblib')
+conv = load('tfd.joblib')
+
+def prediction(email):
+
+    inp = [email]
+
+    inp_final = conv.transform(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 = 'spam detection')
+
+iface.launch()
+
+
+# In[9]:
+
+
+
+
+
+# In[ ]:
+
+
+
+