weewoo2636 commited on
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c3543ba
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Upload 5 files

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  1. P1G5_Set_1_wilson.csv +0 -0
  2. app.py +19 -0
  3. eda.py +13 -0
  4. model.pkl +3 -0
  5. prediction.py +7 -0
P1G5_Set_1_wilson.csv ADDED
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app.py ADDED
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+ # import libraries
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+ import streamlit as st
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+ import numpy as np
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+ import pandas as pd
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+
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+ # import modules
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+ import eda
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+ import prediction
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+
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+
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+ PAGES = {
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+ "EDA": eda,
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+ "Prediction": prediction
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+ }
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+
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+ st.sidebar.title('Navigation')
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+ selection = st.sidebar.radio("Go to", list(PAGES.keys()))
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+ page = PAGES[selection]
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+ page.app()
eda.py ADDED
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+ # import libraries
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+ import streamlit as st
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+ import numpy as np
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+ import pandas as pd
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+ import matplotlib.pyplot as plt
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+ import seaborn as sns
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+
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+ def app():
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+ st.title('Exploratory Data Analysis')
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+
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+ df = pd.read_csv('P1G5_Set_1_wilson.csv')
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+
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+ st.write(df)
model.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:3ab086f63a4e22723c68e048998120b499d450a3ee18d349dccc1020856928b0
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+ size 132719
prediction.py ADDED
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+ # import libraries
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+ import streamlit as st
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+ import numpy as np
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+ import pandas as pd
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+
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+ def app():
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+ st.title('Prediction for Default Payment on the Next Month')