Vehuge : A Sum product Network Implementation in Scala

⚠ Notice of Development ⚠ The developpement was put on hold. It is likely to start again in december 2021.

Vehuge, an open-source Scala library providing a simple interface to inference, learning and manipulation routines for deep and tractable probabilistic models called Sum-Product Networks (SPNs.

The goal of the library is eventually to provide :

• Fast and easy SPNs creation both from data and through a domain specific language (DSL).
• Several probabilistic inference routines like computing marginals, conditionals and (approximate) most probable explanations (MPEs) along with sampling.
• Utilities for serializing, plotting and structure statistics on an SPN.

Citation

If you use Vehuge in your research, please use the following BibTeX entry.

@misc{Wagdoc,
  author =       {Lucas Giordano},
  title =        {Vehuge},
  howpublished = {\url{https://github.com/giordano-lucas/vehuge}},
  year =         {2020}
}