gradio/demo/sentiment_analysis.py
2020-10-22 05:07:43 -07:00

17 lines
417 B
Python

# Demo: (Textbox) -> (Label)
import gradio as gr
import nltk
from nltk.sentiment.vader import SentimentIntensityAnalyzer
nltk.download('vader_lexicon')
sid = SentimentIntensityAnalyzer()
def sentiment_analysis(text):
scores = sid.polarity_scores(text)
del scores["compound"]
return scores
io = gr.Interface(sentiment_analysis, "textbox", "label", interpretation="default")
io.test_launch()
io.launch()