dissolve-struct (homepage)

Distributed solver library for large-scale structured output prediction

@dalab / (0)

dissolve^struct is a distributed solver library for structured output prediction, based on Apache Spark.
The library is based on the primal-dual BCFW solver, allowing approximate inference oracles, and distributes this algorithm using the recent communication efficient CoCoA scheme. The interface to the user is the same as in the widely used SVM^struct in the single machine case.

Tags

  • 1|machine learning
  • 1|Structured Prediction
  • 1|Support Vector Machine

How to

This package doesn't have any releases published in the Spark Packages repo, or with maven coordinates supplied. You may have to build this package from source, or it may simply be a script. To use this Spark Package, please follow the instructions in the README.

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