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Commit
79bc629
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1 Parent(s): 319dddf

Update app.py

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Files changed (1) hide show
  1. app.py +6 -0
app.py CHANGED
@@ -32,6 +32,12 @@ if all_series:
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  all_data_df = pd.DataFrame(all_series)
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  st.subheader("Combined Resume Texts")
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  st.dataframe(all_data_df)
 
 
 
 
 
 
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  all_data_df = pd.DataFrame(all_series)
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  st.subheader("Combined Resume Texts")
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  st.dataframe(all_data_df)
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+ vec = TfidfVectorizer()
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+ tf_idf = vec.fit_transform(all_data_df[["Resume"]])
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+ st.dataframe(pd.DataFrame(tf_idf.toarray(), columns=vec.get_feature_names_out()))
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+ cosine_sim = cosine_similarity(tf_idf, tf_idf)
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+ st.write(cosine_sim)
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+
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