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Implementation of a Recursive Neural Network in Pytorch

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Pytorch_ReNN

Implementation of a Recursive Neural Network in Pytorch

Files are detailed as follows:

  • model.py
    • Pytorch implementation of a Recursive Neural Network
  • main.py
    • Main training file. Usage is: python main.py, run python main.py --help for a list of arguments.
  • tree.py
    • Objects and functions for tree processing
  • utils.py
    • Utility classes/functions to process the Stanford Sentiment Treebank (SSTB)
  • transform_parse_trees.py
    • Script to transform the SSTB into accepted format
  • trees/
    • Directory containing preprocessed trees in accepted format

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Implementation of a Recursive Neural Network in Pytorch

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