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7-STEP PYTORCH LABsequential gothic verse synthesis

Edgar Allan Poe PyTorch LSTM generator — 7 Steps

Synthesize gothic verse and dark romantic poetry with a PyTorch recurrent language model: token embeddings, 2-layer LSTM, CrossEntropyLoss, and Perplexity metric tracking.

  1. 01 Data ingestion & EDA
  2. 02 Preprocessing without leakage
  3. 03 TensorDataset & DataLoader
  4. 04 nn.Module architecture
  5. 05 Loss function & optimizer
  6. 06 Training loop & backprop
  7. 07 Eval, metrics & checkpoint
Loading Edgar Allan Poe Gothic Poetry Generator 7-step PyTorch pipeline lab...