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CRFSharp(aka CRF#) is a .NET(C#) implementation of Conditional Random Fields, an machine learning algorithm for learning from labeled sequences of examples. It is widely used in Natural Language Process (NLP) tasks, for example: word breaker, postagging, named entity recognized, query chunking and so on. CRF#'s mainly algorithm is the same as CRF++ written by Taku Kudo. It encodes model parameters by L-BFGS. Moreover, it has many significant improvement than CRF++, such as totally...

SVM# is a svm(support vector machine) classification implemented in C#. The project contains both train and predict modules.

...The utility creates copy of file(s) and verifies this copies with digital fingerprints(checksum) of the source file(s). The utility is in a early development state. Planed: March 2009 First Command-line Utiliy