Commit Graph

202 Commits

Author SHA1 Message Date
Matthew Honnibal
2da16adcc2 Add dropout optin for parser and NER
Dropout can now be specified in the `Parser.update()` method via
the `drop` keyword argument, e.g.

    nlp.entity.update(doc, gold, drop=0.4)

This will randomly drop 40% of features, and multiply the value of the
others by 1. / 0.4. This may be useful for generalising from small data
sets.

This commit also patches the examples/training/train_new_entity_type.py
example, to use dropout and fix the output (previously it did not output
the learned entity).
2017-04-27 13:18:39 +02:00
Matthew Honnibal
d2436dc17b Update fix for Issue #999 2017-04-23 18:14:37 +02:00
Matthew Honnibal
4eef200bab Persist the actions within spacy.parser.cfg 2017-04-20 17:02:44 +02:00
Matthew Honnibal
137b210bcf Restore use of FTRL training 2017-04-16 18:02:42 +02:00
Matthew Honnibal
c76cb8af35 Fix training for new labels 2017-04-15 16:11:26 +02:00
Matthew Honnibal
4884b2c113 Refix StepwiseState 2017-04-15 16:00:28 +02:00
Matthew Honnibal
1a98e48b8e Fix Stepwisestate' 2017-04-15 13:35:01 +02:00
ines
0739ae7b76 Tidy up and fix formatting and imports 2017-04-15 13:05:15 +02:00
Matthew Honnibal
354458484c WIP on add_label bug during NER training
Currently when a new label is introduced to NER during training,
it causes the labels to be read in in an unexpected order. This
invalidates the model.
2017-04-14 23:52:17 +02:00
Matthew Honnibal
49e2de900e Add costs property to StepwiseState, to show which moves are gold. 2017-04-10 11:37:04 +02:00
Matthew Honnibal
1bb7b4ca71 Add comment 2017-03-31 13:59:19 +02:00
Matthew Honnibal
a9b1f23c7d Enable regression loss for parser 2017-03-26 09:26:30 -05:00
Matthew Honnibal
a46933a8fe Clean up FTRL parsing stuff. 2017-03-16 11:58:20 -05:00
Matthew Honnibal
8543db8a5b Use ftrl optimizer in parser 2017-03-15 11:56:37 -05:00
Matthew Honnibal
d719f8e77e Use nogil in parser, and set L1 to 0.0 by default 2017-03-15 09:31:01 -05:00
Matthew Honnibal
ca9c8c57c0 Add iteration argument to parser.update 2017-03-11 07:00:47 -06:00
Matthew Honnibal
318b9e32ff WIP on beam parser. Currently segfaults. 2017-03-11 06:19:52 -06:00
Matthew Honnibal
ecf91a2dbb Support beam parser 2017-03-10 11:21:21 -06:00
Matthew Honnibal
c62da02344 Use ftrl training, to learn compressed model. 2017-03-09 18:43:21 -06:00
Matthew Honnibal
40703988bc Use FTRL training in parser 2017-03-08 01:38:51 +01:00
Matthew Honnibal
97a1286129 Revert changes to tagger and parser for thinc 6 2017-01-09 10:08:34 -06:00
Matthew Honnibal
af81ac8bb0 Use thinc 6.0 2016-12-29 11:58:42 +01:00
Matthew Honnibal
159e8c46e1 Merge old training fixes with newer state 2016-11-25 09:16:36 -06:00
Matthew Honnibal
608d8f5421 Pass cfg through parser, and have is_valid default to 1, not 0 when resetting state 2016-11-25 09:00:21 -06:00
Matthew Honnibal
b86f8af0c1 Fix doc strings 2016-11-01 12:25:36 +01:00
Matthew Honnibal
03a520ec4f Change signature of Parser.parseC, so that nr_class is read from the transition system. This allows the transition system to modify the number of actions in initialize_state. 2016-10-27 17:58:56 +02:00
Matthew Honnibal
3e688e6d4b Fix issue #514 -- serializer fails when new entity type has been added. The fix here is quite ugly. It's best to add the entities ASAP after loading the NLP pipeline, to mitigate the brittleness. 2016-10-23 17:45:44 +02:00
Matthew Honnibal
59038f7efa Restore support for prior data format -- specifically, the labels field of the config. 2016-10-17 00:53:26 +02:00
Matthew Honnibal
7887ab3b36 Fix default use of feature_templates in parser 2016-10-16 21:41:56 +02:00
Matthew Honnibal
f787cd29fe Refactor the pipeline classes to make them more consistent, and remove the redundant blank() constructor. 2016-10-16 21:34:57 +02:00
Matthew Honnibal
e8c8aa08ce Make action_name optional in StepwiseState 2016-10-16 17:04:16 +02:00
Matthew Honnibal
4fc56d4a31 Rename 'labels' to 'actions' in parser options 2016-10-16 11:42:26 +02:00
Matthew Honnibal
d9ae2d68af Load features by string-name for backwards compatibility. 2016-10-12 20:15:11 +02:00
Matthew Honnibal
3a03c668c3 Fix message in ParserStateError 2016-10-12 14:44:31 +02:00
Matthew Honnibal
6bf505e865 Fix error on ParserStateError 2016-10-12 14:35:55 +02:00
Matthew Honnibal
ea23b64cc8 Refactor training, with new spacy.train module. Defaults still a little awkward. 2016-10-09 12:24:24 +02:00
Matthew Honnibal
e3285f6f30 Revert "Fix report of ParserStateError"
This reverts commit 78f19baafa.
2016-09-30 20:11:33 +02:00
Matthew Honnibal
78f19baafa Fix report of ParserStateError 2016-09-30 19:59:22 +02:00
Matthew Honnibal
4cbf0d3bb6 Handle errors when no valid actions are available, pointing users to the issue tracker. 2016-09-27 19:19:53 +02:00
Matthew Honnibal
430473bd98 Raise errors when no actions are available, re Issue #429 2016-09-27 19:09:37 +02:00
Matthew Honnibal
8e7df3c4ca Expect the parser data, if parser.load() is called. 2016-09-27 14:02:12 +02:00
Matthew Honnibal
e07b9665f7 Don't expect parser model 2016-09-26 18:09:33 +02:00
Matthew Honnibal
ee6fa106da Fix parser features 2016-09-26 17:57:32 +02:00
Matthew Honnibal
e607e4b598 Fix parser loading 2016-09-26 17:51:11 +02:00
Matthew Honnibal
2debc4e0a2 Add .blank() method to Parser. Start housing default dep labels and entity types within the Defaults class. 2016-09-26 11:57:54 +02:00
Matthew Honnibal
fd65cf6cbb Finish refactoring data loading 2016-09-24 20:26:17 +02:00
Matthew Honnibal
83e364188c Mostly finished loading refactoring. Design is in place, but doesn't work yet. 2016-09-24 15:42:01 +02:00
Matthew Honnibal
60fdf4d5f1 Remove commented out debuggng code 2016-09-24 01:17:18 +02:00
Matthew Honnibal
070af4af9d Revert "* Working neural net, but features hacky. Switching to extractor."
This reverts commit 7c2f1a673b.
2016-09-21 12:26:14 +02:00
Matthew Honnibal
7c2f1a673b * Working neural net, but features hacky. Switching to extractor. 2016-05-26 19:06:10 +02:00