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Implement Amplitude Encoding (Exact + Approx) #4

Description

@maximizemaxwell

Issue 4 — Implement Amplitude Encoding (Exact + Approx)

Description: Add amplitude encoding circuits with exact and approximate methods.

What to do

  • Implement normalization function for inputs
  • Exact embedding: use qml.MottonenStatePreparation (small n)
  • Approximate embedding: stub for EnQode-style compression
  • Handle dimensional mismatch (padding/truncation)
  • Provide binary classifier readout (PauliZ)
  • Unit test with PCA-32 and PCA-64 vectors

Where to work: encodings/amplitude_encoding.py

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