Stan modeling language and C++ library for Bayesian inference. NUTS adaptive HMC (MCMC) sampling, automatic differentiation, R, shell interfaces. Gelman.
About WikiProfessional
Wikiprofessional's Concept Web Initiative is a global collaboration to innovate how knowledge is represented and expanded on the Internet.
The Internet embodies an enormous information space that continues to expand exponentially in page count but not proportionally in new knowledge. Redundancy of the same facts and opinions within a myriad of web-pages has artificially inflated the size of the Internet. To get a million search results on a query without the ability to separate redundancy of the same information from the incremental knowledge expansions on that query concept is highly inefficient. Within the Concept Web, information is converted to streamlined knowledge where redundancy and newness of idea expansion are properly represented.
In the Concept Web, knowledge representation and expansion is accomplished with the aid of two revolutionary technologies: Knowlet and a new professional Wiki.
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.
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E. Alfonseca, K. Filippova, J. Delort, и G. Garrido. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2, стр. 54--59. Stroudsburg, PA, USA, Association for Computational Linguistics, (2012)