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Neural Turing Machines

This is a Torch implementation of Neural Turing Machines, based on this paper by DeepMind

The modules directory contains utility functions

Roadmap

Experiments:

  • ✅ basic copy
  • ✅ copy with longer sequences than trained on
  • ✅ repeat copy with fixed size
  • ✅ repeat copy with random size
  • 📦 sorting

Controller:

  • ✅ Feed-Forward
  • 📦 LSTM