Metinhsimi commited on
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  1. app3.py +29 -0
  2. maas.pkl +3 -0
  3. requirement.txt +4 -0
app3.py ADDED
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+ import streamlit as st
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+ import pickle
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+
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+ # Başlık
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+ st.title("Tecrübe, Yazılı ve Sözlü Tahmin Eden Model :money_bag:")
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+
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+ # Model yükleme
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+ model = pickle.load(open('maas.pkl', 'rb'))
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+
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+ # Kullanıcıdan veri alma
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+ tecrube = st.number_input('Tecrübe (yıl):', min_value=0, max_value=50, value=1)
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+ yazili = st.number_input('Yazılı (puan):', min_value=0, max_value=100, value=1)
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+ mulakat = st.number_input('Mülakat (puan):', min_value=0, max_value=100, value=1)
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+
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+ # Tahmin et butonu
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+ if st.button('Tahmin et'):
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+ # Verileri tahmine uygun türlerde dönüştürme
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+ tecrube = float(tecrube)
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+ yazili = float(yazili)
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+ mulakat = float(mulakat)
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+
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+ # Tahmin yapma
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+ tahmin = model.predict([[tecrube, yazili, mulakat]])
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+
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+ # Tahmini yuvarlama
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+ tahmin = round(tahmin[0], 2)
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+
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+ # Sonuç gösterme
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+ st.success(f'Maaş Tahmini: {tahmin}')
maas.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c064d26134d24d6cebdf03ec2620c4b719dc974ca3be9197fd24c5a5e6c1bc55
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+ size 582
requirement.txt ADDED
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+ streamlit
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+ scikit-learn
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+ pandas
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+ pickle