Merge branch 'qcnn.py' of https://github.com/amansingh2116/piQture in…

…to qcnn.py

.pre-commit-config.yaml

@@ -31,7 +31,7 @@ repos:
       exclude: ^(docs|graphics|utils)/
 
 - repo: https://github.com/PyCQA/pylint
-  rev: v2.17.0
+  rev: v3.3.1
   hooks:
     - id: pylint
       args: [--disable=import-error]

tests/embeddings/image_embeddings/test_frqi.py

@@ -173,6 +173,8 @@ def test_pixel_value(self, img_dims, pixel_vals, circuit_pixel_value):
             ((2, 2), None, PIXEL_POS_BINARY2),
         ],
     )
+
+    # pylint: disable=R0917
     def test_frqi(
         self,
         img_dims,
@@ -189,7 +191,8 @@ def test_frqi(
         test_circuit.h(list(range(int(np.sqrt(math.prod(img_dims))))))
         for pixel, pixel_pos_binary in enumerate(pixel_pos_binary_list):
             test_circuit.compose(
-                circuit_pixel_position(img_dims, pixel_pos_binary), inplace=True
+                circuit_pixel_position(img_dims, pixel_pos_binary),
+                inplace=True,  # pylint: disable=too-many-arguments
             )
             test_circuit.compose(
                 circuit_pixel_value(img_dims, pixel_vals, pixel), inplace=True
@@ -208,5 +211,4 @@ def test_frqi(
                 pixel_vals = np.random.random(math.prod(img_dims))
                 test_circuit.assign_parameters(pixel_vals, inplace=True)
                 mock_circuit.assign_parameters(pixel_vals, inplace=True)
-
             assert mock_circuit == test_circuit

tests/embeddings/image_embeddings/test_neqr.py

@@ -101,6 +101,8 @@ def test_pixel_value(
         "img_dims, pixel_vals, max_color_intensity",
         [((2, 2), [list(range(1, 5))], MAX_COLOR_INTENSITY)],
     )
+
+    # pylint: disable=R0917
     def test_neqr(
         self,
         img_dims,

tests/neural_networks/layers/test_fully_connected_layer.py

@@ -67,6 +67,8 @@ class TestFullyConnectedLayer:
             (6, None, [2, 3], "circuit4"),
         ],
     )
+
+    # pylint: disable=R0917
     def test_build_layer(
         self, request, num_qubits, circuit, unmeasured_bits, resulting_circuit
     ):

tests/neural_networks/layers/test_pooling_layer.py

@@ -202,6 +202,8 @@ def test_conditional(self, num_qubits, circuit, unmeasured_bits, conditional):
             (None, None, [2, 3, 5], True, "circuit4a"),
         ],
     )
+
+    # pylint: disable=R0917
     def test_build_layer(
         self,
         request,
@@ -264,6 +266,8 @@ def test_conditional(self, num_qubits, circuit, unmeasured_bits, conditional):
             (None, None, [2, 3, 5, 7], True, "circuit7a"),
         ],
     )
+
+    # pylint: disable=R0917
     def test_build_layer(
         self,
         request,

tests/tensor_networks/test_mera.py

@@ -235,6 +235,8 @@ def test_mera_general(self, num_qubits, layer_depth, complex_structure):
             (5, None, True, "complex_simple"),
         ],
     )
+
+    # pylint: disable=R0917
     def test_mera_backbone(
         self, num_qubits, layer_depth, complex_structure, parameterization, mera_circuit
     ):

tests/tensor_networks/test_mps.py

@@ -133,6 +133,8 @@ def test_mps_general(self, num_qubits, complex_structure):
             (4, True, "complex_general"),
         ],
     )
+
+    # pylint: disable=R0917
     def test_mps_backbone(
         self,
         num_qubits,

tests/tensor_networks/test_ttn.py

@@ -142,6 +142,8 @@ def test_ttn_general(self, num_qubits, complex_structure):
             (4, True, "complex_general"),
         ],
     )
+
+    # pylint: disable=R0917
     def test_ttn_backbone(
         self,
         num_qubits,