Carnegie Mellon University

Cmu.edu has 1,260 URLs listed in 476 Dmoz categories.

The StatLib Datasets Archive
A repository of datasets used in statistics and machine learning.
http://lib.stat.cmu.edu/datasets/
Top/Computers/Artificial_Intelligence/Machine_Learning/Datasets

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/face_homework.html
Top/Computers/Artificial_Intelligence/Machine_Learning/Datasets

Web->KB dataset
Web pages partitioned into classes, with hyperlink data. The dataset has been used for text categorization and learning to extract symbolic knowledge from the World Wide Web.
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/
Top/Computers/Artificial_Intelligence/Machine_Learning/Datasets

Machine Learning textbook
A textbook by Tom Mitchell, McGraw Hill, 1997.
http://www.cs.cmu.edu/~tom/mlbook.html
Top/Computers/Artificial_Intelligence/Machine_Learning/Publications/Books

Learning Lab at CMU, School of Computer Science
Software systems that learn user preferences, Robot learning, text learning, generic learning methods.
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-5/www/learning.html
Top/Computers/Artificial_Intelligence/Machine_Learning/Research_Groups

Robot Learning Laboratory - CMU
Research on Localization and Mapping, Partially Observable Markov Decision Processes, Computer Vision and Image Processing, Robot Architectures and Programming Languages, Learning Algorithms.
http://www.cs.cmu.edu/afs/cs.cmu.edu/Web/People/Xavier/lab.html
Top/Computers/Artificial_Intelligence/Machine_Learning/Research_Groups

Center for Automated Learning and Discovery - CMU
Large group with projects in robot learning, data mining for manufacturing and in multimedia databases, causal inference, and disclosure limitation.
http://www.cs.cmu.edu/~cald/
Top/Computers/Artificial_Intelligence/Machine_Learning/Research_Groups

Bow: A Toolkit for Statistical Language Modeling, Text Retrieval, Classification and Clustering
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 (arrow
http://www.cs.cmu.edu/~mccallum/bow/
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

FastMix
Generates Gaussian mixture models for large datasets using efficient KD-clustering algorithms. [Free]
http://www.cs.cmu.edu/~psand/
Top/Computers/Artificial_Intelligence/Machine_Learning/Software

PRODIGY: An Architecture for Planning and Learning
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]
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/prodigy/Web/prodigy-home.html
Top/Computers/Artificial_Intelligence/Machine_Learning/Software