Commit ·
5194b04
1
Parent(s): 25f35e0
Update requirements.txt
Browse files- requirements.txt +4 -36
requirements.txt
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@@ -1,36 +1,4 @@
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unique_cut = unique_values["cut"] unique_color = unique_values["color"] unique_clarity = unique_values["clarity"]
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def main(): st.title("Diamond Prices")
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with st.form("questionaire"):
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carat = st.slider("Carat",min_value=0.00,max_value=5.00)
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cut = st.selectbox("Cut", options=unique_cut)
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color = st.selectbox("Color", options=unique_color)
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clarity = st.selectbox("Clarity", options=unique_clarity)
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depth = st.slider("Depth",min_value=0.00,max_value=100.00)
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table = st.slider("table",min_value=0.00,max_value=100.00)
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x = st.slider("length(mm)",min_value=0.01,max_value=10.00)
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y = st.slider("width(mm)",min_value=0.01,max_value=10.00)
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z = st.slider("depth(mm)",min_value=0.01,max_value=10.00)
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# clicked==True only when the button is clicked
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clicked = st.form_submit_button("Predict Price")
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if clicked:
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result=model.predict(pd.DataFrame({"carat": [carat],
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"cut": [cut],
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"color": [color],
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"clarity": [clarity],
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"depth":[depth],
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"table": [table],
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"size": [size],
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"length(mm)":[x],
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"width(mm)":[y],
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"depth(mm)":[z]}))
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# Show prediction
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st.success("Your predicted income is"+result)
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if name == "main": main()
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+
joblib
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+
sklearn
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pandas
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xgboost
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