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"""Copy of [Student]_Module_2_Session_3.ipynb |
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Automatically generated by Colab. |
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Original file is located at |
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https://colab.research.google.com/drive/13eYUvAlEmfXWn-v_fMXgvmvqXJTPq7ys |
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Installations |
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""" |
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!pip install gradio --quiet |
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!pip install transformers --quiet |
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"""#Let's build a demo for a sentiment analysis task ! |
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Import the necessary modules : |
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""" |
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from transformers import pipeline |
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import gradio as gr |
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pipe = pipeline("text-classification", model="finiteautomata/bertweet-base-sentiment-analysis") |
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"""Import the pipeline :""" |
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sentiment = pipe("I really enjoyed my stay !") |
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print(sentiment) |
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"""Test the pipeline on these reviews (you can also test on your own reviews) :""" |
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sentiment = pipe("Worst rental I ever got") |
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print(sentiment) |
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"""What is the format of the output ? How can you get only the sentiment or the confidence score ?""" |
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print(pipe("Worst rental I ever got")[0]["label"]) |
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print(pipe("Worst rental I ever got")[0]["score"]) |
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"""Create a function that takes a text in input, and returns a sentiment, and a confidence score as 2 different variables""" |
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def get_sentiment(text): |
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return pipe(text)[0]["label"], pipe(text)[0]["score"] |
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"""Build an interface for the app using Gradio. |
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The customer wants this result : |
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) 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""" |
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interface = gr.Interface(fn=get_sentiment,inputs=gr.Textbox(lines=2, label="Enter Review:"), |
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outputs=[gr.Text(label="Setiment:"),gr.Text(label="Score")]) |
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interface.launch() |