whenxuan: init the global filter network

Author: wwhenxuan

channel_attention/global_filter_network.py

@@ -0,0 +1,17 @@
+import torch
+from torch import nn
+
+
+class GlobalFilterModule(nn.Module):
+    """
+    The Global Filter Module for Time Series (1D) or Image (2D) Analysis.
+    This module implements a global filter mechanism to capture long-range dependencies.
+
+    References: "Global Filter Networks for Image Classification" by Yuchen Fan, et al.
+
+    URL: https://arxiv.org/abs/2107.00645
+    """
+
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        pass