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Elements of Statistical Learning: data mining, inference, and prediction. 2nd Edition.
Hastie, Tibshirani and Friedman (2008). Springer-Verlag. Full-text PDF is free.
Centre for Journalism: Journalism of lasting value? Really? Google's Spotlight
Google has added a new section to its Google News service that aims to highlight "in-depth pieces of lasting value" culled from its regular aggregate sources of journalism. The service is called Spotlight, and it uses one of Google's infamous computer alg
Designing Social Interfaces patterns
A pattern describes an optimal solution to a common problem within a specific context. It reflects the sum total of a community's knowledge and experience or expertise in a given domain.
The patterns in this collection are social design patterns (a.k.a. s
Autonomous Military Robotics: Risk, Ethics, and Design (pdf)
Prepared for: US Department of Navy, Office of Naval Research
Prepared by: Patrick Lin, Ph.D.
George Bekey, Ph.D.
Keith Abney, M.A.
Whoosh: a fast pure-Python search engine ¶
full-text indexing and searching library implemented in pure Python. The fundamental design is similar to (but does not entirely work like and is not compatible with) Lucene, but uses KinoSearch's indexing algorithm, some scoring algorithms from Terrier,
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