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CRFSharp   - Conditional Random Fields implemented by .NET(C#)
CRFsuite   - A fast implementation of Conditional Random Fields (CRFs).
HCRF library   - C++, Matlab and Python library for Hidden-state Conditional Random Fields.
NCRF++   - Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
PyStruct   - structured learning in Python
Python-crfsuite   - is a python binding to CRFsuite.