In 2023, Google launched the .zip top-level domain (TLD). Suddenly, a filename became a potential web address. For example, noviyourbae.zip can now be a real website.
Attackers exploit this ambiguity. They might: Noviyourbae.zip
Always verify: if you see the text noviyourbae.zip, hover over it (on desktop) or examine the full URL. A true file will have a local path or an attachment icon, while a domain will start with http://. In 2023, Google launched the
# Usage
### Command‑line
```bash
python -m src.core.trainer \
--data-path data/sample.csv \
--epochs 10 \
--batch-size 64 \
--lr 0.001
import torch.nn as nn
class SimpleNet(nn.Module):
"""
Very small feed‑forward network.
Parameters
----------
input_dim : int
Number of input features.
hidden_dim : int, optional (default=64)
Size of the hidden layer.
output_dim : int, optional (default=1)
For regression use 1; for binary classification use 1 (sigmoid applied later).
"""
def __init__(self, input_dim: int, hidden_dim: int = 64, output_dim: int = 1):
super().__init__()
self.net = nn.Sequential(
nn.Linear(input_dim, hidden_dim),
nn.ReLU(),
nn.Linear(hidden_dim, output_dim)
)
def forward(self, x):
return self.net(x)