spaCy/spacy/_ml.pxd

34 lines
985 B
Cython

from libc.stdint cimport uint8_t
from cymem.cymem cimport Pool
from thinc.learner cimport LinearModel
from thinc.features cimport Extractor, Feature
from thinc.typedefs cimport atom_t, feat_t, weight_t, class_t
from thinc.api cimport ExampleC
from preshed.maps cimport PreshMapArray
from .typedefs cimport hash_t, id_t
cdef int arg_max(const weight_t* scores, const int n_classes) nogil
cdef int arg_max_if_true(const weight_t* scores, const int* is_valid, int n_classes) nogil
cdef int arg_max_if_zero(const weight_t* scores, const int* costs, int n_classes) nogil
cdef class Model:
cdef readonly int n_classes
cdef readonly int n_feats
cdef const weight_t* score(self, atom_t* context) except NULL
cdef int set_scores(self, weight_t* scores, atom_t* context) except -1
cdef int update(self, atom_t* context, class_t guess, class_t gold, int cost) except -1
cdef object model_loc
cdef Extractor _extractor
cdef LinearModel _model