Vowpal wabbit is a fast online machine learning algorithm. the core algorithm is specialist gradient descent (gd) on a loss function (several are available). vw features:
- flexible input data specification
- speedy learning
- scalability (bounded memory footprint, suitable for distributed
computation)
- feature pairing
this package contains debug symbols for the binaries shipped by vowpal-wabbit packages.