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Computational Learning Theory
A research field devoted to studying the design and analysis of algorithms for making predictions about the future based on past experiences. The emphasis in COLT is on rigorous mathematical analysis. COLT is largely concerned with computational and data efficiency.
http://www.learningtheory.org/

Face recognition dataset
A dataset of face images for face recognition algorithms.
http://www.cs.cmu.edu/afs/cs.cmu.edu/user/avrim/www/ML94/fac e_homework.html

Experience-Based Language Acquisition
Computational model of human language acquisition written in Java; currently acquires a protolanguage of nouns and verbs language based on visual perception
http://sourceforge.net/projects/ebla

Burning Glass Techmologies
Provider of advanced Statistical Natural Language Processing Technologies to Human Resources Sector with Resume Processing and Predictive Matching Products
http://burning-glass.com