Distributed solver library for large-scale structured output prediction, based on Spark. Project website:
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dissolvestruct

Distributed solver library for structured output prediction, based on 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 SVMstruct in the single machine case.

For more information, checkout the project page