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Author SHA1 Message Date
Matthew Honnibal
fc06b0a333 Fix training when hist_size==0 2017-10-05 21:52:28 -05:00
Matthew Honnibal
0e1adacaff Merge pull request #1390 from mdcclv/contributor-mdcclv 
Contributor agreement for Orion Montoya @mdcclv
 2017-10-06 02:39:08 +02:00
Matthew Honnibal
e25ffcb11f Move history size under feature flags 2017-10-05 19:38:13 -05:00
Matthew Honnibal
563f46f026 Fix multi-label support for text classification 
The TextCategorizer class is supposed to support multi-label
text classification, and allow training data to contain missing
values.

For this to work, the gradient of the loss should be 0 when labels
are missing. Instead, there was no way to actually denote "missing"
in the GoldParse class, and so the TextCategorizer class treated
the label set within gold.cats as complete.

To fix this, we change GoldParse.cats to be a dict instead of a list.
The GoldParse.cats dict should map to floats, with 1. denoting
'present' and 0. denoting 'absent'. Gradients are zeroed for categories
absent from the gold.cats dict. A nice bonus is that you can also set
values between 0 and 1 for partial membership. You can also set numeric
values, if you're using a text classification model that uses an
appropriate loss function.

Unfortunately this is a breaking change; although the functionality
was only recently introduced and hasn't been properly documented
yet. I've updated the example script accordingly.
 2017-10-05 18:43:02 -05:00
Orion Montoya
e04e11070f Contributor agreement for Orion Montoya @mdcclv 2017-10-05 17:45:45 -04:00
Ines Montani
e77d8886f7 Update CONTRIBUTORS.md 2017-10-05 22:22:04 +02:00
Matthew Honnibal
dea81f113d Merge pull request #1389 from mdcclv/lemmatizer_obey_exceptions 
Lemmatizer obey exceptions
 2017-10-05 22:11:21 +02:00
Matthew Honnibal
c36d4596bf Merge branch 'develop' of https://github.com/explosion/spaCy into develop 2017-10-05 18:27:56 +02:00
Matthew Honnibal
056b08c0df Delete obsolete nn_text_class example 2017-10-05 18:27:10 +02:00
Orion Montoya
b0d271809d Unit test for lemmatizer exceptions -- copied from regression test for #1387 2017-10-05 10:49:28 -04:00
Orion Montoya
ffb50d21a0 Lemmatizer honors exceptions: Fix #1387 2017-10-05 10:49:02 -04:00
Orion Montoya
e81a608173 Regression test for lemmatizer exceptions -- demonstrate issue #1387 2017-10-05 10:47:48 -04:00
Matthew Honnibal
c6cd81f192 Wrap try/except around model saving 2017-10-05 08:14:24 -05:00
Matthew Honnibal
5743b06e36 Wrap model saving in try/except 2017-10-05 08:12:50 -05:00
Matthew Honnibal
fd4baff475 Update tests 2017-10-05 08:12:27 -05:00
Matthew Honnibal
dcdfa071aa Disable LayerNorm hack 2017-10-04 20:06:52 -05:00
Matthew Honnibal
943af4423a Make depth setting in parser work again 2017-10-04 20:06:05 -05:00
Matthew Honnibal
bfabc333be Merge remote-tracking branch 'origin/develop' into feature/parser-history-model 2017-10-04 20:00:36 -05:00
Matthew Honnibal
92066b04d6 Fix Embed and HistoryFeatures 2017-10-04 19:55:34 -05:00
ines
b621a2e964 Fix build emoji 2017-10-04 18:37:27 +02:00
Matthew Honnibal
5560c46a59 Update buildkite 2017-10-04 18:29:41 +02:00
Matthew Honnibal
e3c93f87a4 Update sdist 2017-10-04 18:18:07 +02:00
Matthew Honnibal
c4c7def9ce Fix yml 2017-10-04 18:14:33 +02:00
Matthew Honnibal
71825f9737 Fix yml 2017-10-04 18:12:16 +02:00
Matthew Honnibal
6304c5e146 Fix yml 2017-10-04 18:08:34 +02:00
Matthew Honnibal
ff24b6d04a Fix yml 2017-10-04 18:05:45 +02:00
Matthew Honnibal
cc29e8b497 Add buildkite.yml for making sdists 2017-10-04 18:00:37 +02:00
Matthew Honnibal
d903986439 Increment version 2017-10-04 17:14:26 +02:00
Matthew Honnibal
fb75eb52f1 Merge branch 'develop' of https://github.com/explosion/spaCy into develop 2017-10-04 16:37:00 +02:00
Matthew Honnibal
40edb65ee7 Make test work for Python 2.7 2017-10-04 16:36:50 +02:00
ines
bb13aa4bf3 Fix typos in PhraseMatcher docs 2017-10-04 16:12:09 +02:00
Matthew Honnibal
bd8e84998a Add nO attribute to TextCategorizer model 2017-10-04 16:07:30 +02:00
Matthew Honnibal
f8a0614527 Improve textcat model slightly 2017-10-04 15:15:53 +02:00
Matthew Honnibal
f1b86dff8c Update textcat example 2017-10-04 15:12:28 +02:00
Matthew Honnibal
39798b0172 Uncomment layernorm adjustment hack 2017-10-04 15:12:09 +02:00
Matthew Honnibal
b3a7082bf8 Merge branch 'develop' of https://github.com/explosion/spaCy into develop 2017-10-04 14:56:46 +02:00
Matthew Honnibal
db05d4d582 Add test for #1380. Passes without fix? 2017-10-04 14:56:31 +02:00
Matthew Honnibal
79a94bc166 Update textcat exampe 2017-10-04 14:55:30 +02:00
Matthew Honnibal
774f5732bd Fix dimensionality of textcat when no vectors available 2017-10-04 14:55:15 +02:00
Ines Montani
28ba0b9b51 Merge pull request #1385 from explosion/feature/new-website 
💫 New spaCy website
 2017-10-04 14:35:52 +02:00
Ines Montani
678651ca98 Merge pull request #1386 from kokes/patch-1 
Fixing links to SyntaxNet
 2017-10-04 13:35:01 +02:00
ines
33cf9cecdd Port over changes from #1386 2017-10-04 13:34:03 +02:00
Ondrej Kokes
a9362f1c73 Fixing links to SyntaxNet 2017-10-04 12:55:07 +02:00
Matthew Honnibal
af75b74208 Unset LayerNorm backwards compat hack 2017-10-03 20:47:10 -05:00
ines
36ff525ff5 Add NER P and NER R scores to model overview 2017-10-04 00:37:15 +02:00
ines
15ec7ddd09 Add docs for new spacy evaluate command 2017-10-04 00:19:03 +02:00
ines
464f14019d Fix typos 2017-10-04 00:18:47 +02:00
ines
bfb512f45a Add website package.json and fix gitignore 2017-10-04 00:18:41 +02:00
ines
73ac0aa0b5 Update spacy evaluate and add displaCy option 2017-10-04 00:03:15 +02:00
Matthew Honnibal
246612cb53 Merge remote-tracking branch 'origin/develop' into feature/parser-history-model 2017-10-03 16:56:42 -05:00