LIBLINEAR

Chih-Jen Lin, the researcher who developed the well-known LIBSVM, has released LIBLNEAR, a program for large-scale linear classification (e.g., on text data) that supports both logistic regression and L2-loss linear SVM using a trust region Newton method.