Statistical learning, machine learning approaches to computational biology, pattern recognition and control.

Multitask learning.

A shareware clone of Racter.

Selected FAQ lists from Usenet groups related to natural language processing.

Machine readable parts of NLP textbooks, NLP corpora and dictionaries, fonts, and software.

A library of C code useful for writing statistical text analysis, language modeling, and information retrieval programs. The current distribution includes the library, as well as front-ends for document classification (rainbow), document retrieval (ar...

Various classes, packages, macros and other software systems related to machine learning. [GPL]

Generates Gaussian mixture models for large datasets using efficient KD-clustering algorithms. [Free]

A system of research planning and learning utilizing explanation-based learning, partial evaluation, experimentation, graphical knowledge acquisition, automatic abstraction, mixed-initiative planning, and case-based reasoning. [Free]

Large group with projects in robot learning, data mining for manufacturing and in multimedia databases, causal inference, and disclosure limitation.