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6b07be2110
spaCy/spacy
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Daniël de Kok 6b07be2110
Add Language.distill (#12116) 
* Add `Language.distill`

This method is the distillation counterpart of `Language.update`.  It
takes a teacher `Language` instance and distills the student pipes on
the teacher pipes.

* Apply suggestions from code review

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>

* Clarify that how Example is used in distillation

* Update transition parser distill docstring for examples argument

* Pass optimizer to `TrainablePipe.distill`

* Annotate pipe before update

As discussed internally, we want to let a pipe annotate before doing an
update with gold/silver data. Otherwise, the output may be (too)
informed by the gold/silver data.

* Rename `component_map` to `student_to_teacher`

* Better synopsis in `Language.distill` docstring

* `name` -> `student_name`

* Fix labels type in docstring

* Mark distill test as slow

* Fix `student_to_teacher` type in docs

---------

Co-authored-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
2023-01-30 12:44:11 +01:00
..
cli Drop python 3.6/3.7, remove unneeded compat (#12187) 2023-01-27 15:48:20 +01:00
displacy Auto-format code with black (#12100) 2023-01-13 10:12:10 +01:00
kb API docs: Rename kb_in_memory to inmemorylookupkb, add to sidebar (#12128) 2023-01-19 13:29:17 +01:00
lang Merge remote-tracking branch 'upstream/master' into chore/v4-merge-master-20221222 2022-12-22 10:08:54 +01:00
matcher Drop python 3.6/3.7, remove unneeded compat (#12187) 2023-01-27 15:48:20 +01:00
ml Drop python 3.6/3.7, remove unneeded compat (#12187) 2023-01-27 15:48:20 +01:00
pipeline Add Language.distill (#12116) 2023-01-30 12:44:11 +01:00
tests Add Language.distill (#12116) 2023-01-30 12:44:11 +01:00
tokens Refactor lexeme mem passing (#12125) 2023-01-25 12:50:21 +09:00
training Merge remote-tracking branch 'upstream/master' into update-v4-from-master-1 2023-01-27 08:29:09 +01:00
__init__.pxd * Seems to be working after refactor. Need to wire up more POS tag features, and wire up save/load of POS tags. 2014-10-24 02:23:42 +11:00
__init__.py Simplify and clarify enable/disable behavior of spacy.load() (#11459) 2022-09-27 14:22:36 +02:00
__main__.py Tidy up 2020-06-22 00:45:40 +02:00
about.py Set version to v4.0.0.dev0 (#12126) 2023-01-19 09:25:34 +01:00
attrs.pxd Consolidate and freeze symbols (#11352) 2022-09-02 09:08:40 +02:00
attrs.pyx Consolidate and freeze symbols (#11352) 2022-09-02 09:08:40 +02:00
compat.py Drop python 3.6/3.7, remove unneeded compat (#12187) 2023-01-27 15:48:20 +01:00
default_config_pretraining.cfg Add new parameter for saving every n epoch in pretraining (#8912) 2021-08-12 11:14:48 +02:00
default_config.cfg Add training.before_update callback (#11739) 2022-11-23 17:54:58 +01:00
errors.py Drop python 3.6/3.7, remove unneeded compat (#12187) 2023-01-27 15:48:20 +01:00
glossary.py Add glossary entry for root (#10821) 2022-05-20 09:56:32 +02:00
language.py Add Language.distill (#12116) 2023-01-30 12:44:11 +01:00
lexeme.pxd Delete unused imports for StringStore (#12040) 2023-01-03 17:43:09 +01:00
lexeme.pyi Remove sentiment extension (#11722) 2022-11-23 13:09:32 +01:00
lexeme.pyx Refactor lexeme mem passing (#12125) 2023-01-25 12:50:21 +09:00
lookups.py Fix issues for Mypy 0.950 and Pydantic 1.9.0 (#10786) 2022-05-25 09:33:54 +02:00
morphology.pxd Morphology/Morphologizer optimizations and refactoring (#11024) 2022-07-15 11:14:08 +02:00
morphology.pyx Morphology/Morphologizer optimizations and refactoring (#11024) 2022-07-15 11:14:08 +02:00
parts_of_speech.pxd Consolidate and freeze symbols (#11352) 2022-09-02 09:08:40 +02:00
parts_of_speech.pyx Drop Python 2.7 and 3.5 (#4828) 2019-12-22 01:53:56 +01:00
pipe_analysis.py 🏷 Add Mypy check to CI and ignore all existing Mypy errors (#9167) 2021-10-14 15:21:40 +02:00
py.typed Add py.typed 2021-03-16 09:48:31 +01:00
schemas.py Drop python 3.6/3.7, remove unneeded compat (#12187) 2023-01-27 15:48:20 +01:00
scorer.py Restore v2 token_acc score implementation (#12073) 2023-01-11 08:01:47 +01:00
strings.pxd StringStore refactoring (#11344) 2022-10-06 10:51:06 +02:00
strings.pyi StringStore refactoring (#11344) 2022-10-06 10:51:06 +02:00
strings.pyx StringStore refactoring (#11344) 2022-10-06 10:51:06 +02:00
structs.pxd Morphology/Morphologizer optimizations and refactoring (#11024) 2022-07-15 11:14:08 +02:00
symbols.pxd Consolidate and freeze symbols (#11352) 2022-09-02 09:08:40 +02:00
symbols.pyx Consolidate and freeze symbols (#11352) 2022-09-02 09:08:40 +02:00
tokenizer.pxd Refactor lexeme mem passing (#12125) 2023-01-25 12:50:21 +09:00
tokenizer.pyx Refactor lexeme mem passing (#12125) 2023-01-25 12:50:21 +09:00
ty.py Add Language.distill (#12116) 2023-01-30 12:44:11 +01:00
typedefs.pxd Merge remote-tracking branch 'upstream/master' into chore/update-develop-from-master 2020-11-25 11:49:34 +01:00
typedefs.pyx Tidy up rest 2017-10-27 21:07:59 +02:00
util.py Drop python 3.6/3.7, remove unneeded compat (#12187) 2023-01-27 15:48:20 +01:00
vectors.pyx Add equality definition for vectors (#11806) 2022-11-16 09:44:42 +01:00
vocab.pxd Refactor lexeme mem passing (#12125) 2023-01-25 12:50:21 +09:00
vocab.pyi Cleanup Cython structs (#11337) 2022-08-22 15:52:24 +02:00
vocab.pyx Refactor lexeme mem passing (#12125) 2023-01-25 12:50:21 +09:00