Update my_model/tabs/results.py

my_model/tabs/results.py

@@ -9,6 +9,57 @@ from my_model.results.evaluation import KBVQAEvaluator
 
 class ResultDemonstrator(KBVQAEvaluator):
 
-    def __init__(self):
-        pass
-    
+
+
+    def run(self):
+       
+        import pandas as pd
+        import altair as alt
+        
+        # Sample data
+        data = pd.DataFrame({
+            'x': range(10),
+            'y': [2, 1, 4, 3, 5, 6, 9, 7, 10, 8]
+        })
+        
+        # Create a scatter plot
+        chart = alt.Chart(data).mark_point().encode(
+            x='x',
+            y='y'
+        )
+        
+        # Display the chart in Streamlit
+        st.altair_chart(chart, use_container_width=True)
+        # Display the chart in Streamlit
+        st.altair_chart(chart, use_container_width=True)
+
+        import matplotlib.pyplot as plt
+        import numpy as np
+        
+        # Data
+        x = np.random.randn(100)
+        y = np.random.randn(100)
+        
+        # Create a scatter plot
+        fig, ax = plt.subplots()
+        ax.scatter(x, y)
+        
+        # Display the plot in Streamlit
+        st.pyplot(fig)
+
+        import plotly.express as px
+      
+        
+        # Data
+        df = pd.DataFrame({
+            "x": range(10),
+            "y": [2, 1, 4, 3, 5, 6, 9, 7, 10, 8],
+            "color": ["red"] * 5 + ["blue"] * 5
+        })
+        
+        # Create an interactive scatter plot
+        fig = px.scatter(df, x='x', y='y', color='color')
+        
+        # Display the plot in Streamlit
+        st.plotly_chart(fig)
+