gradio/demo/gender_sentence_default_interpretation/run.py
Ömer Faruk Özdemir cc0cff893f Format The Codebase
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2022-01-21 16:44:12 +03:00

25 lines
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Python

import re
import gradio as gr
male_words, female_words = ["he", "his", "him"], ["she", "hers", "her"]
def gender_of_sentence(sentence):
male_count = len([word for word in sentence.split() if word.lower() in male_words])
female_count = len(
[word for word in sentence.split() if word.lower() in female_words]
)
total = max(male_count + female_count, 1)
return {"male": male_count / total, "female": female_count / total}
iface = gr.Interface(
fn=gender_of_sentence,
inputs=gr.inputs.Textbox(default="She went to his house to get her keys."),
outputs="label",
interpretation="default",
)
if __name__ == "__main__":
iface.launch()