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README.md

Embedding Symbolic Knowledge into Deep Networks

This repository accompanies the paper "Embedding Symbolic Knowledge into Deep Networks" (NeurIPS 2019).

Required libraries

  1. Install Anaconda from [https://www.anaconda.com/]
  2. Install all required python packages: conda env create -f environment.yml

For synthetic dataset

  1. Change directory to scripts using cd scripts
  2. Run train_synthetic.sh to preprocess the data and train the model.

For VRD dataset

  1. Change directory to scripts using cd scripts
  2. Run train_vrd.sh to download and preprocess the data, and train the model.
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