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86 Commits

Author SHA1 Message Date
ines d96e72f656 Tidy up rest 2017-10-27 21:07:59 +02:00
ines a6135336f5 Tidy up gold 2017-10-27 17:02:55 +02:00
Matthew Honnibal 6e552c9d83 Prune number of non-projective labels more aggressiely 2017-10-11 02:46:44 -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
Matthew Honnibal ba23d63c35 Fix minibatch function, for fixed batch size 2017-09-14 13:37:41 +02:00
Matthew Honnibal 4bb6bc3f9e Add support for sent_start to GoldParse 2017-08-25 20:03:14 -05:00
Matthew Honnibal 84b7ed49e4 Ensure updates aren't made if no gold available 2017-08-20 14:41:38 +02:00
Matthew Honnibal ec63f4fe7b Add option to control how missing entities are handled when getting NER tags 2017-07-29 21:58:37 +02:00
Matthew Honnibal 9bae0ddc50 Fix minibatching 2017-07-22 20:14:49 +02:00
Matthew Honnibal ed6c85fa3c Fix loading of text categories in GoldParse 2017-07-22 20:04:03 +02:00
Matthew Honnibal 7ea50182a5 Add support for text-classification labels to GoldParse 2017-07-20 00:17:47 +02:00
Matthew Honnibal ebb6c49cd5 Make alignment case-insensitive for gold 2017-06-04 20:26:42 -05:00
Matthew Honnibal fc4dd62e84 Merge branch 'develop' of https://github.com/explosion/spaCy into develop 2017-06-04 20:19:05 -05:00
Matthew Honnibal a053b1218e Fix item counting during training 2017-06-04 20:18:20 -05:00
Matthew Honnibal 9bc4a26213 Add option of data augmentation noise 2017-06-04 20:16:57 -05:00
Matthew Honnibal f6955a459c Fix prev commit 2017-06-03 14:38:37 -05:00
Matthew Honnibal 468ca6c760 Merge branch 'develop' of https://github.com/explosion/spaCy into develop 2017-06-03 14:33:51 -05:00
Matthew Honnibal c647a0d33e Fix training counter for gold preprocessing 2017-06-03 14:33:39 -05:00
Matthew Honnibal e62f46d39f Clarify gold.pyx slightly 2017-06-03 13:28:52 -05:00
Matthew Honnibal be4a640f0c Fix arc eager label costs for uint64 2017-05-30 20:37:58 +02:00
Matthew Honnibal 84e66ca6d4 WIP on stringstore change. 27 failures 2017-05-28 14:06:40 +02:00
Matthew Honnibal d06f235fc9 Fix conflict on convert.py 2017-05-26 11:33:29 -05:00
Matthew Honnibal 2e587c6417 Export iob_to_biluo utility 2017-05-26 11:32:55 -05:00
Matthew Honnibal daac3e3573 Always shuffle gold data, and support length cap 2017-05-26 11:30:52 -05:00
Matthew Honnibal 3a6e59cc53 Add minibatch function in spacy.gold 2017-05-25 17:15:09 -05:00
Matthew Honnibal 3959d778ac Revert "Revert "WIP on improving parser efficiency"" 
This reverts commit 532afef4a8.
 2017-05-23 03:06:53 -05:00
Matthew Honnibal 532afef4a8 Revert "WIP on improving parser efficiency" 
This reverts commit bdaac7ab44.
 2017-05-23 03:05:25 -05:00
Matthew Honnibal bdaac7ab44 WIP on improving parser efficiency 2017-05-23 02:59:31 -05:00
Matthew Honnibal c9760b2104 Support sentence limits in GoldCorpus 2017-05-22 10:40:46 -05:00
ines 54f04a9fe0 Update API docs with changes in spacy.gold and spacy.language 2017-05-22 12:29:30 +02:00
Matthew Honnibal 2a5eb9f61e Make nonproj methods top-level functions, instead of class methods 2017-05-22 04:51:08 -05:00
Matthew Honnibal 025d9bbc37 Fix handling of non-projective deps 2017-05-22 04:51:08 -05:00
Matthew Honnibal f13d6c7359 Support gold preprocessing and single gold files 2017-05-22 04:51:08 -05:00
Matthew Honnibal 5db89053aa Merge docstrings 2017-05-21 13:46:23 -05:00
Matthew Honnibal 432b3499b3 Fix memory leak 2017-05-21 13:38:46 -05:00
Matthew Honnibal 4803b3b69e Add GoldCorpus class, to manage data streaming 2017-05-21 09:06:17 -05:00
ines 075f5ff87a Update docstrings and API docs for GoldParse 2017-05-21 13:53:46 +02:00
Matthew Honnibal fc8d3a112c Add util.env_opt support: Can set hyper params through environment variables. 2017-05-18 04:36:53 -05:00
Matthew Honnibal 793430aa7a Get spaCy train command working with neural network 
* Integrate models into pipeline
* Add basic serialization (maybe incorrect)
* Fix pickle on vocab
 2017-05-17 12:04:50 +02:00
Matthew Honnibal 89a4f262fc Fix training methods 2017-04-16 13:00:37 -05:00
ines e1efd589c3 Fix json imports and use ujson 2017-04-15 12:13:34 +02:00
ines 958b12dec8 Use pathlib instead of os.path 2017-04-15 12:13:00 +02:00
ines d24589aa72 Clean up imports, unused code, whitespace, docstrings 2017-04-15 12:05:47 +02:00
ines 561f2a3eb4 Use consistent formatting for docstrings 2017-04-15 11:59:21 +02:00
Raphaël Bournhonesque f332bf05be Remove unused import statements 2017-03-21 21:08:54 +01:00
Matthew Honnibal 2611ac2a89 Fix scorer bug for NER, related to ambiguity between missing annotations and misaligned tokens 2017-03-16 09:38:28 -05:00
Matthew Honnibal 3d4e389d23 Whitespace 2017-03-15 09:29:42 -05:00
Matthew Honnibal 159e8c46e1 Merge old training fixes with newer state 2016-11-25 09:16:36 -06:00
Matthew Honnibal cc7e607a8a Fix gold.pyx for 1.0 2016-11-25 08:57:59 -06:00
Matthew Honnibal b86f8af0c1 Fix doc strings 2016-11-01 12:25:36 +01:00