hlnicholls commited on
Commit
f60ce93
1 Parent(s): 232c43f

Update app.py

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Files changed (1) hide show
  1. app.py +12 -1
app.py CHANGED
@@ -1,3 +1,4 @@
 
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  import numpy as np
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  import pandas as pd
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  import pickle
@@ -24,4 +25,14 @@ model = pickle.load(open('fitted_model.sav', 'rb'))
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  predictions = list(model.predict(data))
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  output = pd.Series(data=predictions, index=data.index, name="XGB_Score")
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- df_total = pd.concat([data, output], axis=1)
 
 
 
 
 
 
 
 
 
 
 
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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 pickle
 
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  predictions = list(model.predict(data))
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  output = pd.Series(data=predictions, index=data.index, name="XGB_Score")
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+ df_total = pd.concat([data, output], axis=1)
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+
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+
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+ st.title('Blood Pressure Gene Prioritisation Post-Genome-wide Association Study')
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+ st.markdown("""
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+ A machine learning pipeline for predicting disease-causing genes post-genome-wide association study in blood pressure.
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+ """)
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+
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+ st.sidebar.header('Input Gene')
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+ sepal_length = st.text_input(
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+ label='HGNC Gene Name')