A distributed, easy to use solver library for large scale structured SVMs
Apache Spark
Take advantage of lightning-fast in-memory computation, offered by Apache Spark
Primal-Dual
Library is based on the recent communication efficient distributed CoCoA framework, internally using the primal-dual BCFW Solver.
SVMstruct compatible
Interface is same as in the widely used SVMstruct
Approximate Inference
Compatible with approximate oracles, and automatic caching for efficiency