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LaserDBN

Citekey OgbechieEtAl2017Dynamic
Source code own
Learning type semi-supervised
Input dimensionality multivariate

Dependencies

  • python 3
  • pomegranate
  • networkx
  • scikit-learn
  • numpy
  • pandas

Notes

The paper used an algorithm call DHC to find the optimal structure of the DBN. However, the algorithm used in the pomegranate library is different. They use a greedy algorithm. The paper was all about video anomaly detection and, therefore, I think the exact implementation is not necessary because we have a different use case anyway. Also, they didn't describe how they used the DHC algorithm. The paper was rather short.