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Source code of the master dissertation "Sequence to sequence learning with the Variational Information Bottleneck"

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tristanguigue/vib_s2s

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This is the code source of the master dissertation: "Sequence to sequence learning with the Variational Information Bottleneck".

Usage Example

  • python3 run_s2l_image_digit.py --length=5

Architecture

Main components:

  • Networks: the computational graphs
  • Learners: uses batches to train or test a network
  • Batcher: generate batches from a dataset
  • Layers: re-usable layer for different networks

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Source code of the master dissertation "Sequence to sequence learning with the Variational Information Bottleneck"

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