update wrong dimensions

.idea/misc.xml

@@ -6,5 +6,5 @@
   <component name="MarkdownSettingsMigration">
     <option name="stateVersion" value="1" />
   </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (tp-clustering)" project-jdk-type="Python SDK" />
 </project>
\ No newline at end of file

perceptron-tp3.py

@@ -35,7 +35,7 @@ if __name__ == '__main__':
     y = dataset.iloc[:, 0].values
     num_features = X.shape[1]
 
-    learning_rate = 1e-2
+    learning_rate = 1e-3
     max_iterations = 2000
     num_hidden = 10
 
@@ -82,12 +82,12 @@ if __name__ == '__main__':
     print(f"Taux de classifications correctes: {accuracy * 100}%")
 
     # Affichage de la droite de séparation des classes
-    w1, w2, b = weights_hidden_output[1], weights_hidden_output[2], weights_hidden_output[0]
+    w1, w2, b = weights_input_hidden[1, 1], weights_input_hidden[2, 1], weights_input_hidden[0, 1]
     pente = -w1 / w2
     intercept = -b / w2
     print(f"Droite de séparation: y = {pente}x + {intercept}")
 
-    # Tracer la droite de séparation (diagonale)
+    # Tracer la droite de séparation
     plt.figure()
     plt.scatter(X[y == 0][:, 0], X[y == 0][:, 1], color='red', label='Classe 0')
     plt.scatter(X[y == 1][:, 0], X[y == 1][:, 1], color='blue', label='Classe 1')
@@ -97,3 +97,4 @@ if __name__ == '__main__':
     plt.ylabel('Norm_Grade_2')
     plt.legend()
     plt.show()
+