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.