History

Matthew Honnibal ae681aa555 Work on DyNet example		2016-11-13 13:45:21 +01:00
..
inventory_count	Rename inventory count example	2016-11-01 02:30:22 +01:00
keras_parikh_entailment	Fix entailment example, and add a flag for BiRNN encoding.	2016-11-12 11:43:37 -06:00
training	Fixed training examples	2016-10-24 16:09:23 +10:00
README.md	Add README.md to examples	2016-11-01 01:14:04 +01:00
_handler.py	* Add _handler to resolve Issue #123	2015-10-15 02:44:23 +11:00
deep_learning_keras.py	Make deep_learning_keras example use sentences	2016-10-23 23:17:41 +02:00
get_parse_subregions.py	move displacy to its own subdomain	2016-02-19 14:03:52 +01:00
information_extraction.py	* Tweak information extraction example	2015-10-06 10:35:49 +11:00
matcher_example.py	* Add clarifying comment	2015-09-27 18:17:41 +10:00
multi_word_matches.py	* Filter out phrases that consist of common, lower-case words.	2015-10-09 12:47:43 +11:00
nn_text_class.py	* Add simple deep feed-forward neural network text classification example.	2015-10-19 23:44:49 +11:00
parallel_parse.py	added batch_size as keyword argument	2016-03-10 14:16:34 -08:00
pos_tag.py	Fix bug in pos_tag.py script	2016-03-16 06:04:14 +11:00
spacy_dynet_lstm.py	Work on DyNet example	2016-11-13 13:45:21 +01:00
twitter_filter.py	* Begin rewriting twitter_filter examples	2015-08-22 22:12:26 +02:00

README.md

spaCy examples

The examples are Python scripts with well-behaved command line interfaces. For a full list of spaCy tutorials and code snippets, see the documentation.

How to run an example

For example, to run the nn_text_class.py script, do:

$ python examples/nn_text_class.py
usage: nn_text_class.py [-h] [-d 3] [-H 300] [-i 5] [-w 40000] [-b 24]
                        [-r 0.3] [-p 1e-05] [-e 0.005]
                        data_dir
nn_text_class.py: error: too few arguments

You can print detailed help with the -h argument.

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.