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wangkuiyi / deeplearning

The Gritty Details of Deep Learning
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The Gritty Details of Deep Learning

  1. Common Derivatives
  2. Activations
  3. Softmax
  4. Numerical Stability
  5. Levenshtein Distance and WER
  6. LSTM: Forward and Backward
  7. CTC: Connectionist Temporal Classification
  8. LSA: Listen-Attend-Spell
  9. HMM: Hidden Markov Model