spaCy/spacy/pipeline/trainable_pipe.pxd

from .pipe cimport Pipe
from ..vocab cimport Vocab

cdef class TrainablePipe(Pipe):
    cdef public Vocab vocab
    cdef public object model
    cdef public object cfg
    cdef public object scorer
TrainablePipe (#6213) * rename Pipe to TrainablePipe * split functionality between Pipe and TrainablePipe * remove unnecessary methods from certain components * cleanup * hasattr(component, "pipe") should be sufficient again * remove serialization and vocab/cfg from Pipe * unify _ensure_examples and validate_examples * small fixes * hasattr checks for self.cfg and self.vocab * make is_resizable and is_trainable properties * serialize strings.json instead of vocab * fix KB IO + tests * fix typos * more typos * _added_strings as a set * few more tests specifically for _added_strings field * bump to 3.0.0a36 2020-10-08 22:33:49 +03:00			`from .pipe cimport Pipe`
			`from ..vocab cimport Vocab`

			`cdef class TrainablePipe(Pipe):`
			`cdef public Vocab vocab`
			`cdef public object model`
			`cdef public object cfg`
Refactor scoring methods to use registered functions (#8766) * Add scorer option to components Add an optional `scorer` parameter to all pipeline components. If a scoring function is provided, it overrides the default scoring method for that component. * Add registered scorers for all components * Add `scorers` registry * Move all scoring methods outside of components as independent functions and register * Use the registered scoring methods as defaults in configs and inits Additional: * The scoring methods no longer have access to the full component, so use settings from `cfg` as default scorer options to handle settings such as `labels`, `threshold`, and `positive_label` * The `attribute_ruler` scoring method no longer has access to the patterns, so all scoring methods are called * Bug fix: `spancat` scoring method is updated to set `allow_overlap` to score overlapping spans correctly * Update Russian lemmatizer to use direct score method * Check type of cfg in Pipe.score * Fix check * Update spacy/pipeline/sentencizer.pyx Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Remove validate_examples from scoring functions * Use Pipe.labels instead of Pipe.cfg["labels"] Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> 2021-08-10 16:13:39 +03:00			`cdef public object scorer`