docs(frontend): reviews

docs/application-tutorial/game_of_life.py

@@ -14,38 +14,66 @@
 from concrete import fhe
 
 # Constants of the game of life
-weights_method_3b_a = np.array([[1, 1, 1], [1, 0, 1], [1, 1, 0]])
-weights_method_3b_b = np.array([[0, 0, 0], [0, 0, 0], [0, 0, 1]])
+weights_method_3b_a = np.array(
+    [
+        [1, 1, 1],
+        [1, 0, 1],
+        [1, 1, 0],
+    ]
+)
+weights_method_3b_b = np.array(
+    [
+        [0, 0, 0],
+        [0, 0, 0],
+        [0, 0, 1],
+    ]
+)
 table_next_cell_3b_a = [i if i <= 3 else 4 for i in range(8)]
 table_next_cell_3b_b = [i - 1 if i in [2, 3] else 0 for i in range(6)]
-table_next_cell_3b_c = [i in [2, 3] for i in range(4)]
-
-weights_method_4b = np.array([[1, 1, 1], [1, 0, 1], [1, 1, 1]])
+table_next_cell_3b_c = [int(i in [2, 3]) for i in range(4)]
+
+weights_method_4b = np.array(
+    [
+        [1, 1, 1],
+        [1, 0, 1],
+        [1, 1, 1],
+    ]
+)
 table_next_cell_4b_a = [i - 1 if i in [2, 3] else 0 for i in range(9)]
-table_next_cell_4b_b = [i in [2, 3] for i in range(4)]
-
-weights_method_5b = np.array([[1, 1, 1], [1, 9, 1], [1, 1, 1]])
-table_next_cell_5b = [i in [3, 9 + 2, 9 + 3] for i in range(18)]
-
-weights_method_basic = np.array([[1, 1, 1], [1, 0, 1], [1, 1, 1]])
-table_next_cell_basic_a = [i in [3] for i in range(9)]
-table_next_cell_basic_b = [i in [2, 3] for i in range(9)]
+table_next_cell_4b_b = [int(i in [2, 3]) for i in range(4)]
+
+weights_method_5b = np.array(
+    [
+        [1, 1, 1],
+        [1, 9, 1],
+        [1, 1, 1],
+    ]
+)
+table_next_cell_5b = [int(i in [3, 9 + 2, 9 + 3]) for i in range(18)]
+
+weights_method_basic = np.array(
+    [
+        [1, 1, 1],
+        [1, 0, 1],
+        [1, 1, 1],
+    ]
+)
+table_next_cell_basic_a = [int(i in [3]) for i in range(9)]
+table_next_cell_basic_b = [int(i in [2, 3]) for i in range(9)]
 
 
 # CP tables
-# FIXME: remove the np.array(...).astype(np.int32)) when it works,
-# https://github.com/zama-ai/concrete/pull/569#discussion_r1330270163
 table_cp_next_cell_3b_a = fhe.LookupTable(table_next_cell_3b_a)
 table_cp_next_cell_3b_b = fhe.LookupTable(table_next_cell_3b_b)
-table_cp_next_cell_3b_c = fhe.LookupTable(np.array(table_next_cell_3b_c).astype(np.int32))
+table_cp_next_cell_3b_c = fhe.LookupTable(table_next_cell_3b_c)
 
 table_cp_next_cell_4b_a = fhe.LookupTable(table_next_cell_4b_a)
-table_cp_next_cell_4b_b = fhe.LookupTable(np.array(table_next_cell_4b_b).astype(np.int32))
+table_cp_next_cell_4b_b = fhe.LookupTable(table_next_cell_4b_b)
 
-table_cp_next_cell_5b = fhe.LookupTable(np.array(table_next_cell_5b).astype(np.int32))
+table_cp_next_cell_5b = fhe.LookupTable(table_next_cell_5b)
 
-table_cp_next_cell_basic_a = fhe.LookupTable(np.array(table_next_cell_basic_a).astype(np.int32))
-table_cp_next_cell_basic_b = fhe.LookupTable(np.array(table_next_cell_basic_b).astype(np.int32))
+table_cp_next_cell_basic_a = fhe.LookupTable(table_next_cell_basic_a)
+table_cp_next_cell_basic_b = fhe.LookupTable(table_next_cell_basic_b)
 
 # Function to workaround the miss of padding in CP
 def by_hand_padding(original_grid, res):