spaCy/examples
Matthew Honnibal ecb3c4e8f4
Create corpus iterator and batcher from registry during training (#5865)
* Move batchers into their own module (and registry)

* Update CLI

* Update Corpus and batcher

* Update tests

* Update one config

* Merge 'evaluation' block back under [training]

* Import batchers in gold __init__

* Fix batchers

* Update config

* Update schema

* Update util

* Don't assume train and dev are actually paths

* Update onto-joint config

* Fix missing import

* Format

* Format

* Update spacy/gold/corpus.py

Co-authored-by: Ines Montani <ines@ines.io>

* Fix name

* Update default config

* Fix get_length option in batchers

* Update test

* Add comment

* Pass path into Corpus

* Update docstring

* Update schema and configs

* Update config

* Fix test

* Fix paths

* Fix print

* Fix create_train_batches

* [training.read_train] -> [training.train_corpus]

* Update onto-joint config

Co-authored-by: Ines Montani <ines@ines.io>
2020-08-04 15:09:37 +02:00
..
experiments Create corpus iterator and batcher from registry during training (#5865) 2020-08-04 15:09:37 +02:00
information_extraction Remove max_length parameter 2020-03-24 10:22:12 +01:00
keras_parikh_entailment Fix unicode strings in examples [ci skip] 2019-10-18 18:47:59 +02:00
notebooks 💫 Replace ujson, msgpack and dill/pickle/cloudpickle with srsly (#3003) 2018-12-03 01:28:22 +01:00
pipeline Update spaCy for thinc 8.0.0 (#4920) 2020-01-29 17:06:46 +01:00
training Default empty KB in EL component (#5872) 2020-08-04 14:34:09 +02:00
deep_learning_keras.py Update spaCy for thinc 8.0.0 (#4920) 2020-01-29 17:06:46 +01:00
load_from_docbin.py Generalize handling of tokenizer special cases (#4259) 2019-11-13 21:24:35 +01:00
README.md Get docs ready for v2.0.0 2017-11-07 12:00:43 +01:00
streamlit_spacy.py fix showing dep arcs in streamlit script 2020-03-19 10:30:20 +01:00
vectors_fast_text.py Auto-format examples 2018-12-02 04:26:26 +01:00
vectors_tensorboard.py Restore tqdm imports (#4804) 2019-12-16 13:12:19 +01:00

spaCy examples

The examples are Python scripts with well-behaved command line interfaces. For more detailed usage guides, see the documentation.

To see the available arguments, you can use the --help or -h flag:

$ python examples/training/train_ner.py --help

While we try to keep the examples up to date, they are not currently exercised by the test suite, as some of them require significant data downloads or take time to train. If you find that an example is no longer running, please tell us! We know there's nothing worse than trying to figure out what you're doing wrong, and it turns out your code was never the problem.