oll

Japanese Detail English Detail OLL is a library supporting several for online-learning algorithms. OLL is specialized for large-scale, but sparse, learning tasks such as Natural Language Processing. While these algorithms are very efficient in terms of speed, and space (linear in the number of examples, and features), its performances are comparable to the batch-style learning methods such as SVMs, MEs. OLL provides C++ library, and stand-alone programs for learning, predicting. Currently, Oll supports following algorithms: * Perceptron * Averaged Perceptron * Passive Agressive (PA, PA-I, PA-II) * ALMA (modified slightly from original) * Confidence Weighted Linear-Classification.

oll-0.03
configure.ac
oll_train.cpp
config.h.in
Makefile.in
configure
install-sh
missing
oll_test.cpp
config.sub
oll.hpp
config.guess
aclocal.m4
oll.cpp
depcomp
oll_line.cpp
ltmain.sh
Makefile.am