DOC fix section marker in plot_ard.py examples (#22481)

bijilsubhash · web-flow · commit 4f70d8585ba4 · 2022-02-14T11:27:54.000+01:00
diff --git a/examples/linear_model/plot_ard.py b/examples/linear_model/plot_ard.py
@@ -30,7 +30,7 @@
 
 from sklearn.linear_model import ARDRegression, LinearRegression
 
-# #############################################################################
+# %%
 # Generating simulated data with Gaussian weights
 
 # Parameters of the example
@@ -51,15 +51,15 @@
 # Create the target
 y = np.dot(X, w) + noise
 
-# #############################################################################
+# %%
 # Fit the ARD Regression
 clf = ARDRegression(compute_score=True)
 clf.fit(X, y)
 
 ols = LinearRegression()
 ols.fit(X, y)
 
-# #############################################################################
+# %%
 # Plot the true weights, the estimated weights, the histogram of the
 # weights, and predictions with standard deviations
 plt.figure(figsize=(6, 5))
