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app.py

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+# -*- coding: utf-8 -*-
+"""app.ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/1QDGbOvpwcdGFAUHlqUqKjWG_UkARrh_A
+"""
+
+import joblib
+import pandas as pd
+import streamlit as st
+
+SPC_DICT = {'setosa': 0,
+            'versicolor': 1,
+            'virginica': 2
+            }
+
+
+model = joblib.load('model.joblib')
+unique_values = joblib.load('unique_values.joblib')
+#unique_srecies = unique_values["srecies"]
+unique_sepal_length = unique_values["sepal_length"]
+unique_sepal_width = unique_values["sepal_width"]
+unique_petal_length	 = unique_values["petal_length"]
+unique_petal_width = unique_values["petal_width"]
+
+def main():
+    st.title("Iris")
+
+    with st.form("questionnaire"):
+        sepal_length = st.slider("sepal_length", min_value=0, max_value=20)
+        sepal_width = st.slider("sepal_width", min_value=0, max_value=20)
+        petal_length = st.slider("petal_length", min_value=0, max_value=20)
+        petal_width = st.slider("petal_width", min_value=0, max_value=20)
+        clicked = st.form_submit_button("Predict iris")
+
+        if clicked:
+            result = model.predict(pd.DataFrame({
+                "sepal_length": [sepal_length],
+                "sepal_width": [sepal_width],
+                "petal_length": [petal_length],
+                "petal_width": [petal_width]
+            }))
+            result = 'setosa' if result[0] == 0  result = 'versicolor' elif result[0] == 1 else result = 'virginica'
+            st.success('The predicted iris is {}'.format(result))
+
+    if __name__ == '__main__':
+        main()

model.joblib

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4b19675355e2ada413846c7f9fafe6b638f2fb6de34aa39d896da119bf76d8ea
+size 246917

requirements.txt

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+joblib
+pandas
+scikit-learn==1.2.2
+xgboost==1.7.6
+altair<5

unique_values.joblib

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2fc4c0c9343f90ad7f5857c44ddadef3cb4a52c217e6f01da4914bb439b72030
+size 63