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Sequences, RUL Cap & Health Labels

Building the (B, 30, 17) input tensor: sliding windows, the piecewise-linear RUL cap, three-class health labels, and a reusable PyTorch Dataset.

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What you'll unlock:

  • 1. Sliding-Window Sequences (length = 30)
  • 2. Piecewise-Linear RUL Cap (R_max = 125)
  • 3. Health-State Discretization (3 Classes)
  • 4. PyTorch Dataset & DataLoader
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