crfsharp to run in windows online over linux online

We have hosted the application crfsharp to run in windows online over linux online in order to run this application in our online workstations with Wine or directly.

Quick description about crfsharp to run in windows online over linux online:

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 parallel encoding, optimizing memory usage and so on.

Currently, when training corpus, compared with CRF++, CRF# can make full use of multi-core CPUs and only uses very low memory, and memory grow is very smoothly and slowly while amount of training corpus, tags increase. with multi-threads process, CRF# is more suitable for large data and tags training than CRF++ now. For example, in machine with 64GB, CRF# encodes model with more than 4.5 hundred million features quickly.

Audience: Science/Research, Education, Advanced End Users, Developers, Other Audience, Engineering.
User interface: Console/Terminal, Command-line.
Programming Language: C#.

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