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Browse files
    	
        app.py
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         @@ -2,6 +2,10 @@ import gradio as gr 
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            from transformers import AutoModel, AutoTokenizer
         
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            from sklearn.neighbors import NearestNeighbors
         
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            available_models = ['2019',
         
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                                '2020']
         
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         @@ -64,5 +68,7 @@ def topk(word,model): 
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            interface = gr.Interface(fn=topk, 
         
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                                    inputs=[gr.Textbox(label="Word"), gr.Dropdown(available_models)],
         
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                                    outputs=gr.outputs.Textbox()
         
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            interface.launch()
         
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            from transformers import AutoModel, AutoTokenizer
         
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            from sklearn.neighbors import NearestNeighbors
         
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            title = "Temporal evolution of word association (Overselling :P)"
         
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            description = "Based on TimeLMs which is a RoBERTa model finetuned on tweets at periodic interval"
         
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            article = "This outputs the top 500 similar tokens to the input word, as a list. Stay tuned for more info"
         
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            available_models = ['2019',
         
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                                '2020']
         
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            interface = gr.Interface(fn=topk, 
         
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                                    inputs=[gr.Textbox(label="Word"), gr.Dropdown(available_models)],
         
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                                    outputs=gr.outputs.Textbox()
         
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                                    title = title,
         
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                                    description = description,
         
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                                    article = article)
         
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            interface.launch()
         
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