Upload app.py

app.py

@@ -50,12 +50,13 @@ print(
 
 def plot_lda_pca():
 
-    fig = plt.figure(1, facecolor="w", figsize=(5,5))
+    # fig = plt.figure(1, facecolor="w", figsize=(5,5))
+    fig, axes = plt.subplots(2,1, sharey= False, sharex=True, figsize = (5,5))
     colors = ["navy", "turquoise", "darkorange"]
     lw = 2
 
     for color, i, target_name in zip(colors, [0, 1, 2], target_names):
-        plt.scatter(
+        axes[0].scatter(
             X_r[y == i, 0], X_r[y == i, 1], color=color, alpha=0.8, lw=lw, label=target_name
         )
     plt.legend(loc="best", shadow=False, scatterpoints=1)
@@ -63,7 +64,7 @@ def plot_lda_pca():
 
     
     for color, i, target_name in zip(colors, [0, 1, 2], target_names):
-        plt.scatter(
+        axes[1].scatter(
             X_r2[y == i, 0], X_r2[y == i, 1], alpha=0.8, color=color, label=target_name
         )
     plt.legend(loc="best", shadow=False, scatterpoints=1)