plots completed

Main.py

@@ -78,10 +78,10 @@ class MainWindow(QMainWindow):
         self.GUI_selections = {}
         # create new graphs
         self.scatt = MplCanvas(self, width=6, height=5, dpi=100)
-        self.scatt.axes.set_title("Carats vs Price")
-        self.scatt.axes.scatter(diamonds['carat'], diamonds['price'], color='red', s=2)
-        # self.scatt.axes.scatter(self.GUI_selections['carat'], self.price, color='blue', s=50)
-    
+        # self.scatt.axes.set_title("Carats vs Price")
+        # self.scatt.axes.scatter(diamonds['carat'], diamonds['price'], color='red', s=2, label='carat')
+        # self.scatt.axes.scatter(self.GUI_selections['carat'], self.price, color='blue', s=50, label='expected')
+
         # Create labels and input fields
         self.input_fields = [QComboBox(self), QComboBox(self), QComboBox(self), QLineEdit(self),
                              QLineEdit(self), QLineEdit(self), QLineEdit(self), QLineEdit(self),
@@ -113,6 +113,7 @@ class MainWindow(QMainWindow):
 
         self.setWindowTitle('Assistance Systems')
         self.show()
+
     def disable_input_field(self, field_name):
         for key, value in self.menu_items.items():
             if value == field_name:
@@ -148,7 +149,19 @@ class MainWindow(QMainWindow):
         self.price = model.predict_price(X_test)
         # price = model.predict(X_test)[0]
         self.display_price.setText(str(self.price))
-        self.update_graph()
+        self.create_graph()
+
+    def create_graph(self):
+        self.scatt.axes.clear()
+
+        self.scatt.axes.set_title("Carats vs Price")
+        self.scatt.axes.scatter(diamonds['carat'], diamonds['price'], color='red', s=2, label='carat')
+        self.scatt.axes.scatter(self.GUI_selections['carat'], self.price, color='blue', s=50, label='expected')
+        # self.scatt.axes.axhline(y=self.price, color='blue', linestyle='--', label='Predicted Price')
+        # self.scatt.axes.axhline(x=self.GUI_selections['carat'], color='blue', linestyle='--', label='carat')
+        # self.scatt.legend()
+        print("I am error")
+        self.scatt.draw()
 
     def validate_inputs(self, val, attribute):
         if Advanced.Advanced_selections[attribute]:
@@ -291,4 +304,4 @@ app = QApplication(sys.argv)
 
 window = MyTabs()
 window.show()
-app.exec()
\ No newline at end of file
+app.exec()

README.md

@@ -30,7 +30,7 @@ pip install -r requirements.txt
 - `diamonds.csv`: Dataset containing diamond attributes.
 - `Main.py`: Main Python script with GUI for prediction and visualization.
 - `requirements.txt`: List of Python packages required for the project.
-- `training3.ipynb`: Jupyter notebook for data preprocessing and analysis.
+- `training.ipynb`: Jupyter notebook for data preprocessing and analysis.
 
 ## Contributing
 Feel free to contribute to this project by submitting pull requests or suggesting improvements.