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Madeesh Kannan 5ea14af32b
Add `training.before_update` callback (#11739) 
* Add `training.before_update` callback

This callback can be used to implement training paradigms like gradual (un)freezing of components (e.g: the Transformer) after a certain number of training steps to mitigate catastrophic forgetting during fine-tuning.

* Fix type annotation, default config value

* Generalize arguments passed to the callback

* Update schema

* Pass `epoch` to callback, rename `current_step` to `step`

* Add test

* Simplify test

* Replace config string with `spacy.blank`

* Apply suggestions from code review

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>

* Cleanup imports

Co-authored-by: Adriane Boyd <adrianeboyd@gmail.com>
 		2022-11-23 17:54:58 +01:00
..
architectures.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
attributeruler.md Document scorers in registry and components from #8766 (#8929) 2021-08-12 12:50:03 +02:00
attributes.md Add API docs for token attribute symbols (#10836) 2022-06-23 08:16:38 +02:00
cli.md Remove spacy-ray from docs (#11781) 2022-11-14 19:58:38 +09:00
coref.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
corpus.md Remove NBSP's across tables in the docs (#10842) 2022-05-25 09:48:39 +02:00
cython-classes.md Update docs, types and API consistency 2020-08-17 16:45:24 +02:00
cython-structs.md Update docs, types and API consistency 2020-08-17 16:45:24 +02:00
cython.md Update docs [ci skip] 2020-09-12 17:05:10 +02:00
data-formats.md Add `training.before_update` callback (#11739) 2022-11-23 17:54:58 +01:00
dependencymatcher.md add additional REL_OP (#10371) 2022-07-27 13:16:44 +02:00
dependencyparser.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
doc.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
docbin.md Fix point typo on docbin docs (#9097) 2021-08-31 10:55:44 +02:00
edittreelemmatizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
entitylinker.md Refactor KB for easier customization (#11268) 2022-09-08 10:38:07 +02:00
entityrecognizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
entityruler.md Add SpanRuler component (#9880) 2022-06-02 13:12:53 +02:00
example.md more explicit Example constructor example (#11489) 2022-09-16 09:26:33 +02:00
index.md Update v3 docs 2020-07-03 16:48:21 +02:00
kb.md Refactor KB for easier customization (#11268) 2022-09-08 10:38:07 +02:00
kb_in_memory.md fix docs (#11573) 2022-10-03 17:01:04 +02:00
language.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
legacy.md Add ConsoleLogger.v2 (#11214) 2022-08-29 10:23:05 +02:00
lemmatizer.md Switch ru and uk lemmatizers to pymorphy3 (#11345) 2022-08-22 11:27:14 +02:00
lexeme.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
lookups.md Update docs, types and API consistency 2020-08-17 16:45:24 +02:00
matcher.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
morphologizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
morphology.md Document Assigned Attributes of Pipeline Components (#9041) 2021-09-01 12:09:39 +02:00
phrasematcher.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
pipe.md Document scorers in registry and components from #8766 (#8929) 2021-08-12 12:50:03 +02:00
pipeline-functions.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
scorer.md Update textcat scorer threshold behavior (#11696) 2022-11-02 15:35:04 +01:00
sentencerecognizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
sentencizer.md Update overwrite and scorer in API docs (#9384) 2021-10-11 10:35:07 +02:00
span-resolver.md Add experimental coref docs (#11291) 2022-09-27 18:11:23 +09:00
span.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
spancategorizer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
spangroup.md `SpanGroup(s)`-related optimizations (#11380) 2022-08-31 09:03:20 +02:00
spanruler.md the 'new' indicator wants a 'number' (#10997) 2022-06-21 22:01:16 +02:00
stringstore.md Fix misspelt keyword in StringStore example 2022-05-29 10:49:19 +01:00
tagger.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
textcategorizer.md Update textcat scorer threshold behavior (#11696) 2022-11-02 15:35:04 +01:00
tok2vec.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
token.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
tokenizer.md Add tokenizer option to allow Matcher handling for all rules (#10452) 2022-03-24 13:21:32 +01:00
top-level.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00
transformer.md Update docs for pipeline initialize() methods (#11221) 2022-08-03 16:53:02 +02:00
vectors.md Docs for v3.3 (#10628) 2022-04-28 14:09:35 +02:00
vocab.md remove new v2 tags (#11780) 2022-11-14 17:41:01 +09:00