spaCy/examples
Sofie Van Landeghem c0f4a1e43b
train is from-config by default (#5575)
* verbose and tag_map options

* adding init_tok2vec option and only changing the tok2vec that is specified

* adding omit_extra_lookups and verifying textcat config

* wip

* pretrain bugfix

* add replace and resume options

* train_textcat fix

* raw text functionality

* improve UX when KeyError or when input data can't be parsed

* avoid unnecessary access to goldparse in TextCat pipe

* save performance information in nlp.meta

* add noise_level to config

* move nn_parser's defaults to config file

* multitask in config - doesn't work yet

* scorer offering both F and AUC options, need to be specified in config

* add textcat verification code from old train script

* small fixes to config files

* clean up

* set default config for ner/parser to allow create_pipe to work as before

* two more test fixes

* small fixes

* cleanup

* fix NER pickling + additional unit test

* create_pipe as before
2020-06-12 02:02:07 +02:00
..
experiments train is from-config by default (#5575) 2020-06-12 02:02:07 +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 train is from-config by default (#5575) 2020-06-12 02:02:07 +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.