bayes-or-spam / app.py
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Fix default argument in predict function
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import gradio as gr
def predict(model, input_txt):
return 0.46 # Worldwide spam rate in 2023. Source: https://securelist.com/spam-phishing-report-2023/112015/
demo = gr.Interface(
fn=predict,
inputs=[
gr.Dropdown(choices=["spam-rate"], label="Model"),
gr.TextArea(label="Email"),
],
outputs=[gr.Number(label="Spam probability")],
title="Bayes or Spam?",
description="Choose your model, and predict if your email is a spam! COMING SOON: Bayesian, NN and LLM models.",
examples=[
["spam-rate", "revision #1 - hpl noms for november 3, 2000 (see attached file: hplnl 103.xls) - hplnl 103.xls"],
],
article="This is a demo of the models in [Bayes or Spam?](https://github.com/tbitai/bayes-or-spam)",
)
if __name__ == "__main__":
demo.launch()