hocuf commited on
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  1. app.py +18 -0
  2. maas.pkl +3 -0
  3. requirements.txt +4 -0
app.py ADDED
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+ import streamlit as st
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+ import pickle
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+
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+
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+ st.title('Salary Prediction based on Experience-Exam-Interview :dollar:')
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+
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+
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+
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+ experience = st.number_input('Enter Experience Years: ',1,10)
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+ exam = st.number_input('Enter Exam Results: ',1,10)
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+ interview = st.number_input('Enter Interview Results: ',1,10)
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+
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+ model=pickle.load(open('data/maas.pkl', 'rb'))
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+ if st.button('Show Salary Prediction'):
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+ result = model.predict([[experience,exam,interview]])
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+ st.divider()
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+ results = round(result[0][0],2)
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+ st.success(f'SALARY PREDICTION: {results}$')
maas.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:b3c5214424defa638cc58d64ecc441e5ebe1ebfaab3d199e33eed0f918afc2ba
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+ size 592
requirements.txt ADDED
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+ streamlit
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+ scikit-learn
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+ pandas
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+ pickle