Updated app.py and requirements.txt files.

app.py

@@ -0,0 +1,27 @@
+# Imports
+import gradio as gr
+from sklearn.linear_model import LogisticRegression
+
+# Load model from pickle file
+model = pickle.load(open('lg_classifier.sav', 'rb'))
+
+# Define function to predict
+def predict(text):
+    return model.predict([text])[0]
+
+# Define interface
+iface = gr.Interface(fn=predict,
+                        inputs=gr.inputs.Textbox(lines=10, label="Text"),
+                        outputs="text",
+                        title="Text Classification",
+                        description="Classify text as other[0], healthcare[1], or technology[2]",
+                        examples=[
+                            'As a psychologist, I often hear stories about fighting. After all, conflict is a normal part of any relationship and, during heated conversations, feelings of anger and frustration can swell, causing us to snap at our partners. However, when I hear about people who make threats, resort to name-calling, and yell whenever they get riled up, I get concerned. It’s normal to lose one\'s cool occasionally if you’re arguing with your partner about something, but if these verbal slingshots happen regularly, it may be a sign of emotional abuse. Because the signs may be subtle, discerning between a heated argument and verbal abuse can be tricky.',
+                            'Google welcomed a decision on Monday by London’s High Court to block an attempt to bring legal action over claims it had collected sensitive data from 4 million iPhone users in England and Wales.',
+                            'The U.S. Food and Drug Administration on Monday approved the first drug to treat a rare genetic disorder that causes severe muscle weakness and fatigue, the agency said in a statement.'
+                            'The success of Hudson’s Bay Co Executive Chairman Richard Baker’s $1.3 billion bid to take the department store operator private hinges on whether an independent valuator will view the company more as a retailer and less as a real estate owner, corporate governance experts and analysts said.'],
+                        allow_flagging='never'
+                        )
+
+
+

requirements.txt

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+scikit-learn