Update my_pages/rashomon_effect.py

my_pages/rashomon_effect.py

@@ -5,6 +5,12 @@ from utils import add_navigation, add_instruction_text
 
 plt.style.use('dark_background')
 
+#### Setup data to plot
+income = np.array([80, 85, 97, 91, 78, 102, 84, 88, 81, 40, 45, 51, 34, 47, 38, 39, 97, 91, 38, 32])
+credit = np.array([970, 880, 1020, 910, 805, 800, 804, 708, 810, 370, 470, 309, 450, 304, 380, 501, 370, 301, 1080, 902])
+labels = np.array([1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1])
+colors = ['green' if label == 1 else 'red' for label in labels]
+
 def plot_scatter(x, y, colors, title="", boundary_type=None, highlight_point=None):
     fig, ax = plt.subplots(figsize=(2, 2))
     ax.scatter(x, y, c=colors, alpha=0.6)
@@ -46,7 +52,7 @@ def plot_scatter(x, y, colors, title="", boundary_type=None, highlight_point=Non
     return fig
 
 def render():
-    add_navigation("txt_rashomon_effect", "txt_developer_decisions")
+    add_navigation("txt_rashomon_effect", "txt_rashomon_developer")
 
     add_instruction_text(
         """
@@ -65,12 +71,6 @@ def render():
         unsafe_allow_html=True,
     )
 
-    #### Setup data to plot
-    income = np.array([80, 85, 97, 91, 78, 102, 84, 88, 81, 40, 45, 51, 34, 47, 38, 39, 97, 91, 38, 32])
-    credit = np.array([970, 880, 1020, 910, 805, 800, 804, 708, 810, 370, 470, 309, 450, 304, 380, 501, 370, 301, 1080, 902])
-    labels = np.array([1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1])
-    colors = ['green' if label == 1 else 'red' for label in labels]
-
     #### Plot three graphs to represent three models
     graph_selected, highlight_point = None, None
     if "graph_selected" in st.session_state: