SumantBobade commited on
Commit
79d8ee8
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1 Parent(s): 49a7831

Model Uploded

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Files changed (2) hide show
  1. app.py +19 -0
  2. model.pkl +3 -0
app.py ADDED
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+ import streamlit as st
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+ import pickle
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+ import re
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+
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+ st.title("Resume Classifer")
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+
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+ uploaded_file = st.file_uploader("Upload your resume (.txt)", type=['txt'])
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+
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+ if uploaded_file:
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+ resume_text = uploaded_file.read().decode('utf-8')
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+
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+ with open("model.pkl","rb") as f:
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+ vectorizer, model = pickle.load(f)
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+
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+ text = re.sub(r'[^a-zA-Z ]', '', resume_text).lower()
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+ features = vectorizer.transform([text])
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+ prediction = model.predict(features)
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+
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+ st.write(f"### Predicted Job Role: `{prediction[0]}`")
model.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:0bba85df05d08d16cbc7a84b9cd25d1368bd7e0a69caa7f219721ef3fac1d327
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+ size 714470