Upload checkin simple regression model.py

checkin simple regression model.py

@@ -0,0 +1,34 @@
+import joblib
+import os
+import numpy as np
+
+# file_path = os.path.abspath("first_simple_linear_regression.pkl")
+
+current_file_path = os.path.abspath(__file__)
+current_folder_path = os.path.dirname(current_file_path)
+model_filename = f'{current_folder_path}\\first_simple_linear_regression.pkl'
+
+def load_model_and_predict(x_value):
+    #This function loads the model and predict the y values
+    #Load the model
+    loaded_model = j100oblib.load(model_filename)
+
+    x_value = np.array([x_value]).reshape(-1,1)
+
+    predicted_y = loaded_model.predict(x_value)[0]
+    return predicted_y
+
+end_val = "0"
+print("Bienvenido!")
+while(end_val!="1"):
+    x_proposed_value = int(input("Enter your x value: "))
+    predicted_y = load_model_and_predict(x_proposed_value)
+
+    print(f"Your y returne values is {predicted_y}")
+    end_val = input("Press one to end, or enter any key to predict anothe y value")
+
+
+
+    
+
+