OLLAM: Online Learning of Linear Adaptatable Models
This package is an implementation of:
- MIRA and PA algorithms (Krammer and Singer 2003)
- Averaged Perceptron (Collins 2001)
It is also contains a LIBSVM wrapper for linear models (mainly for comparison and initialization).
Stage.jl- Needed for logging and memoization (Note: requires manual install)
LIBSVM.jl- LibSVM binaries and julia wrapper
MNIST.jl- for testing
This is an experimental package which is not currently registered in the julia central repository. You can install via:
This process should install all dependent packages in addition to
test/runtests.jl for detailed usage.
This package was created for the DARPA XDATA and Memex program under an Apache v2 License.