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RAT-SPN

Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning

V0.1

  • RAT-SPN model
  • Experiments for generative learning using EM

Quick Start

git clone https://github.com/cambridge-mlg/RAT-SPN cd RAT-SPN ./install_tensorflow_venv.sh source ratspn_venv/bin/activate python download_preprocess_data.py python quick_generative_rat_spn.py python eval_quick_generative_rat_spn.py