Merge pull request #78 from v0lta/black2024

Reformatted with Black 2024 style

Author: v0lta

noxfile.py

@@ -1,4 +1,5 @@
 """This module implements our CI function calls."""
+
 import nox
 
 

src/ptwt/__init__.py

@@ -1,4 +1,5 @@
 """Differentiable and gpu enabled fast wavelet transforms in PyTorch."""
+
 from ._util import Wavelet
 from .continuous_transform import cwt
 from .conv_transform import wavedec, waverec

src/ptwt/_util.py

@@ -1,4 +1,5 @@
 """Utility methods to compute wavelet decompositions from a dataset."""
+
 from typing import Any, Callable, List, Optional, Protocol, Sequence, Tuple, Union
 
 import numpy as np

src/ptwt/continuous_transform.py

@@ -2,6 +2,7 @@
 
 This module is based on pywt's cwt implementation.
 """
+
 from typing import Any, Tuple, Union
 
 import numpy as np

src/ptwt/conv_transform.py

@@ -2,6 +2,7 @@
 
 This module treats boundaries with edge-padding.
 """
+
 # Created by moritz wolter, 14.04.20
 from typing import List, Optional, Sequence, Tuple, Union
 

src/ptwt/conv_transform_2.py

@@ -4,7 +4,6 @@
 torch.nn.functional.conv_transpose2d under the hood.
 """
 
-
 from functools import partial
 from typing import List, Optional, Tuple, Union
 

src/ptwt/conv_transform_3.py

@@ -211,7 +211,10 @@ def wavedec3(
 
 def _waverec3d_fold_channels_3d_list(
     coeffs: List[Union[torch.Tensor, Dict[str, torch.Tensor]]],
-) -> Tuple[List[Union[torch.Tensor, Dict[str, torch.Tensor]]], List[int],]:
+) -> Tuple[
+    List[Union[torch.Tensor, Dict[str, torch.Tensor]]],
+    List[int],
+]:
     # fold the input coefficients for processing conv2d_transpose.
     fold_coeffs: List[Union[torch.Tensor, Dict[str, torch.Tensor]]] = []
     ds = list(_check_if_tensor(coeffs[0]).shape)

src/ptwt/matmul_transform.py

@@ -6,6 +6,7 @@
 in Strang Nguyen (p. 32), as well as the description
 of boundary filters in "Ripples in Mathematics" section 10.3 .
 """
+
 # Created by moritz (wolter@cs.uni-bonn.de) at 14.04.20
 import sys
 from typing import List, Optional, Union

src/ptwt/matmul_transform_2.py

@@ -2,6 +2,7 @@
 
 This module uses boundary filters to minimize padding.
 """
+
 # Written by moritz ( @ wolter.tech ) in 2021
 import sys
 from functools import partial

src/ptwt/matmul_transform_3.py

@@ -1,4 +1,5 @@
 """Implement 3D separable boundary transforms."""
+
 import sys
 from functools import partial
 from typing import Dict, List, NamedTuple, Optional, Tuple, Union