spaCy/spacy/_ml.pxd

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 Example, ExampleC

from preshed.maps cimport PreshMapArray

from .typedefs cimport hash_t


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) nogil

    cdef object model_loc
    cdef object _templates
    cdef Extractor _extractor
    cdef Example _eg
    cdef LinearModel _model
* Repurporse the Tagger class as a generic Model, wrapping thinc's interface 2014-12-30 10:20:15 +00:00			`from libc.stdint cimport uint8_t`

			`from cymem.cymem cimport Pool`

			`from thinc.learner cimport LinearModel`
* Experiment with Zipfian corruptions when calculating prediction 2015-05-26 20:17:15 +00:00			`from thinc.features cimport Extractor, Feature`
* Repurporse the Tagger class as a generic Model, wrapping thinc's interface 2014-12-30 10:20:15 +00:00			`from thinc.typedefs cimport atom_t, feat_t, weight_t, class_t`
* Begin upgrading to improved thinc API 2015-11-04 16:53:03 +00:00			`from thinc.api cimport Example, ExampleC`
* Repurporse the Tagger class as a generic Model, wrapping thinc's interface 2014-12-30 10:20:15 +00:00
			`from preshed.maps cimport PreshMapArray`

* Fix type declarations for attr_t. Remove unused id_t. 2015-07-18 20:39:57 +00:00			`from .typedefs cimport hash_t`
* Repurporse the Tagger class as a generic Model, wrapping thinc's interface 2014-12-30 10:20:15 +00:00

			`cdef class Model:`
* Begin reorganizing neuralnet work 2015-06-30 12:26:32 +00:00			`cdef readonly int n_classes`
			`cdef readonly int n_feats`
* Experiment with Zipfian corruptions when calculating prediction 2015-05-26 20:17:15 +00:00
* Remove unused regularize argument from _ml.Model 2015-06-01 22:27:07 +00:00			`cdef const weight_t* score(self, atom_t* context) except NULL`
* Remove gil from parser.call 2015-07-14 21:47:03 +00:00			`cdef int set_scores(self, weight_t* scores, atom_t* context) nogil`
* Refactor _ml.Model, and finish implementing HastyModel so far not worthwhile. 2014-12-31 08:40:59 +00:00
* Repurporse the Tagger class as a generic Model, wrapping thinc's interface 2014-12-30 10:20:15 +00:00			`cdef object model_loc`
* Very scrappy, likely buggy first-cut pickle implementation, to work on Issue #125: allow pickle for Apache Spark. The current implementation sends stuff to temp files, and does almost nothing to ensure all modifiable state is actually preserved. The Language() instance is a deep tree of extension objects, and if pickling during training, some of the C-data state is hard to preserve. 2015-10-12 08:33:11 +00:00			`cdef object _templates`
* Repurporse the Tagger class as a generic Model, wrapping thinc's interface 2014-12-30 10:20:15 +00:00			`cdef Extractor _extractor`
* Begin upgrading to improved thinc API 2015-11-04 16:53:03 +00:00			`cdef Example _eg`
* Repurporse the Tagger class as a generic Model, wrapping thinc's interface 2014-12-30 10:20:15 +00:00			`cdef LinearModel _model`