2014-11-04 13:37:59 +00:00
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from cymem.cymem cimport Pool
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from thinc.learner cimport LinearModel
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from thinc.features cimport Extractor
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from thinc.typedefs cimport atom_t, feat_t, weight_t, class_t
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from .tokens cimport Tokens
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2014-11-04 16:42:14 +00:00
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cpdef enum TagType:
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2014-11-04 13:37:59 +00:00
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POS
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ENTITY
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SENSE
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cdef class Tagger:
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cpdef int set_tags(self, Tokens tokens) except -1
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cpdef class_t predict(self, int i, Tokens tokens) except 0
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cpdef int tell_answer(self, class_t gold) except -1
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cpdef readonly Pool mem
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cpdef readonly Extractor extractor
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cpdef readonly LinearModel model
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cpdef readonly TagType tag_type
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cpdef readonly list tag_names
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cdef class_t _guess
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cdef atom_t* _context
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cdef feat_t* _feats
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cdef weight_t* _values
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cdef weight_t* _scores
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