dissolve
07 / 2015
en | de
Home
Icon

A distributed, easy to use solver library for large scale structured prediction (structured SVMs).

  • Running on Apache Spark
  • Same interface as SVMstruct
  • Allowing approximate inference

project website
tutorial, examples and documentation

github code
contributions welcome!

This library is based on the recent communication efficient distributed CoCoA framework, internally using the primal-dual BCFW Solver

 

The dissolvestruct library is developed and maintained by Tribhuvanesh Orekondy, Martin Jaggi, and Aurelien Lucchi of the ETH Zurich Data Analytics Lab.