Upload simple_nn.py with huggingface_hub

simple_nn.py

@@ -0,0 +1,16 @@
+import torch
+import torch.nn as nn
+
+class SimpleNN(nn.Module):
+    def __init__(self, input_size=784, hidden_size=128, num_classes=10):
+        super(SimpleNN, self).__init__()
+        self.fc1 = nn.Linear(input_size, hidden_size)
+        self.relu = nn.ReLU()
+        self.fc2 = nn.Linear(hidden_size, num_classes)
+    
+    def forward(self, x):
+        x = x.view(x.size(0), -1)
+        x = self.fc1(x)
+        x = self.relu(x)
+        x = self.fc2(x)
+        return x