INNER CODE UNIT · Python

AstraeaNet

Niketkumardheeryan/ML-CaPsule · Air_quality_prediction/app.py:13

class AstraeaNet(nn.Module):
    def __init__(self, cat_dims, num_dim):
        super().__init__()
        self.embs = nn.ModuleList([nn.Embedding(d, 16) for d in cat_dims])
        self.input_layer = nn.Linear(16 * len(cat_dims) + num_dim, 512)
        
        self.res_block = nn.Sequential(
            nn.Linear(512, 512),
            nn.SiLU(),
            nn.BatchNorm1d(512),
            nn.Dropout(0.2),
            nn.Linear(512, 512),
            nn.SiLU()
        )
        
        self.head = nn.Sequential(
            nn.Linear(512, 256),
            nn.SiLU(),

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