Upload Logisti-gradio.py

Logisti-gradio.py

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+#!/usr/bin/env python
+# coding: utf-8
+
+# In[1]:
+
+
+import pickle
+import gradio as gr
+
+
+# In[3]:
+
+
+def pred(Age,Parch,Sex_female,Sex_male,Embarked_C,Embarked_Q,Embarked_S):
+    with open("survived.pkl", "rb") as f:
+        clf  = pickle.load(f)
+        preds = clf.predict([[Age,Parch,Sex_female,Sex_male,Embarked_C,Embarked_Q,Embarked_S]])
+    if preds == 1:
+            return "He\She Survived"
+    return "He\she Not survived"
+
+#Create the input component for Gradio since we are expecting 4 inputs
+
+Age = gr.Number(label = "Enter the Age of the Individual")
+Parch = gr.Dropdown([0,1,2,3,4,5,6],label= "parch")
+Sex_female = gr.Radio([0,1],label = "Female")
+Sex_male = gr.Radio([0,1],label = "male")
+Embarked_C = gr.Radio([0,1],label = "Embarked_C")
+Embarked_Q = gr.Radio([0,1],label = "Embarked_Q")
+Embarked_S = gr.Radio([0,1],label = "Embarked_S")
+# We create the output
+output = gr.Textbox(label="Survival status")
+
+
+app = gr.Interface(fn = pred, inputs=[Age,Parch,Sex_female,Sex_male,Embarked_C,Embarked_Q,Embarked_S], outputs=output,title="Titanic Survival",)
+app.launch(share=True)
+
+
+# In[ ]:
+
+
+
+