Commit Graph

12356 Commits

Author SHA1 Message Date
Ines Montani
e0ffe36e79 Update docstrings, docs and types 2020-07-29 11:36:42 +02:00
Ines Montani
7adffc5361 Remove unused schema 2020-07-28 23:12:47 +02:00
Ines Montani
e5d9eaf79c Tidy up docstrings and arguments 2020-07-28 23:12:42 +02:00
Ines Montani
256b24b720 Update arch docs WIP [ci skip] 2020-07-28 20:33:52 +02:00
Ines Montani
2c7a32cf12 Remove unused methods 2020-07-28 16:50:02 +02:00
Ines Montani
ba22111ff4 Move error to Errors 2020-07-28 16:24:14 +02:00
Ines Montani
2748249217 Re-add meta["pipeline"] for now 2020-07-28 16:14:23 +02:00
Ines Montani
b83ead5bf5
Merge pull request #5824 from svlandeg/fix/textcat-v3 2020-07-28 15:04:25 +02:00
Ines Montani
06a97a8766 Support --opt=value format in CLI config overrides 2020-07-28 13:43:15 +02:00
Ines Montani
ae4d8a6ffd Update docstrings, docs and pipe consistency 2020-07-28 13:37:31 +02:00
Ines Montani
0094cb0d04 Remove scores list from config and document 2020-07-28 11:22:24 +02:00
Ines Montani
9b704c3db3
Merge pull request #5819 from explosion/feature/component-scores 2020-07-28 10:40:56 +02:00
Ines Montani
2f83848b1f Fix title [ci skip] 2020-07-27 18:25:38 +02:00
Ines Montani
894e20c466 Merge branch 'develop' into feature/component-scores 2020-07-27 18:14:39 +02:00
Ines Montani
d8b519c23c API docs, docstrings and argument consistency 2020-07-27 18:11:45 +02:00
svlandeg
85b2dcfd67 cleanup 2020-07-27 17:54:44 +02:00
svlandeg
8353ca5a51 remove printing of config 2020-07-27 17:53:36 +02:00
svlandeg
61068e0fb1 util function dot_to_object and corresponding unit test 2020-07-27 17:50:12 +02:00
Ines Montani
10b84e1e27 Add flag to toggle sdist creation on package [ci skip] 2020-07-27 16:52:23 +02:00
svlandeg
674c39bff9 fix train_textcat script 2020-07-27 16:48:21 +02:00
Adriane Boyd
fdf09cb231 Update Scorer API docs for score_cats 2020-07-27 15:34:42 +02:00
Adriane Boyd
34c92dfe63 Add missing Scorer imports 2020-07-27 15:08:51 +02:00
Adriane Boyd
8bb0507777 Add and update score methods and score weights
Add and update `score` methods, provided `scores`, and default weights
`default_score_weights` for pipeline components.

* `scores` provides all top-level keys returned by `score` (merely informative, similar to `assigns`).
* `default_score_weights` provides the default weights for a default config.
* The keys from `default_score_weights` determine which values will be
shown in the `spacy train` output, so keys with weight `0.0` will be
displayed but not counted toward the overall score.
2020-07-27 14:44:53 +02:00
Adriane Boyd
baf19fd652 Update cats scoring to provide overall score
* Provide top-level score as `attr_score`
* Provide a description of the score as `attr_score_desc`
* Provide all potential scores keys, setting unused keys to `None`
* Update CLI evaluate accordingly
2020-07-27 12:26:10 +02:00
Adriane Boyd
f8cf378be9 Combine weights from multiple components
Combine weights from multiple components for the same score.
2020-07-27 10:21:31 +02:00
Ines Montani
7dd53d0964 Fix typo [ci skip] 2020-07-27 00:34:00 +02:00
Ines Montani
7adbaf9a5b Update docs [ci skip] 2020-07-27 00:29:45 +02:00
Ines Montani
3d56a3f286 Make more args keyword-only 2020-07-27 00:27:53 +02:00
Matthew Honnibal
80271ac0ba Update default config 2020-07-26 15:27:39 +02:00
Ines Montani
ed61fb10fc Rename default textcat arch to TextCatEnsemble 2020-07-26 15:11:43 +02:00
Ines Montani
53d37da29a Make sure @factories is removed from config 2020-07-26 15:11:24 +02:00
Matthew Honnibal
ac5901d076 Merge branch 'develop' of https://github.com/explosion/spaCy into develop 2020-07-26 14:20:27 +02:00
Matthew Honnibal
fb5dbe30b5 Trim training 101 2020-07-26 13:43:22 +02:00
Matthew Honnibal
e6a7deb7cc Edits to the training 101 section 2020-07-26 13:42:08 +02:00
Ines Montani
4060c2d5a6 Fix test 2020-07-26 13:40:19 +02:00
Ines Montani
2470486543 Allow pipeline components to set default scores and weights 2020-07-26 13:18:43 +02:00
Ines Montani
787d066e22 Remove pipes.pyx
Probably accidentally re-added in a merge?
2020-07-26 13:08:52 +02:00
Matthew Honnibal
520d25cb50
Add smart_open dependency to fetch project assets (#5812)
* Use smart_open for project assets

* Fix assets.py

* Update pyproject.toml
2020-07-26 12:15:00 +02:00
Ines Montani
c288dba8e7 Update docs [ci skip] 2020-07-25 18:51:12 +02:00
Ines Montani
1346ee06d4
Merge pull request #5813 from explosion/chore/tidy-autoformat-types
Tidy up, autoformat, add types
2020-07-25 18:44:08 +02:00
Ines Montani
eb9acae34d
Merge pull request #5791 from adrianeboyd/docs/morphology 2020-07-25 15:10:21 +02:00
Ines Montani
e92df281ce Tidy up, autoformat, add types 2020-07-25 15:01:15 +02:00
Matthew Honnibal
71242327b2 Set version to v3.0.0a5 2020-07-25 14:06:01 +02:00
Matthew Honnibal
afd504f8c0 Update config 2020-07-25 14:04:25 +02:00
Ines Montani
cdbd6ba912
Merge pull request #5798 from explosion/feature/language-data-config 2020-07-25 13:34:49 +02:00
Matthew Honnibal
44a0b072e0 Merge branch 'feature/language-data-config' of https://github.com/explosion/spaCy into feature/language-data-config 2020-07-25 13:34:07 +02:00
Matthew Honnibal
17f39eebdc Update PTB config 2020-07-25 13:33:40 +02:00
Ines Montani
49f27a2a7b Tidy up [ci skip] 2020-07-25 13:00:49 +02:00
Ines Montani
4a0a692875 Add missing lex_attr_getters (resolves #5806 ) 2020-07-25 12:55:18 +02:00
Adriane Boyd
2bcceb80c4
Refactor the Scorer to improve flexibility (#5731)
* Refactor the Scorer to improve flexibility

Refactor the `Scorer` to improve flexibility for arbitrary pipeline
components.

* Individual pipeline components provide their own `evaluate` methods
that score a list of `Example`s and return a dictionary of scores
* `Scorer` is initialized either:
  * with a provided pipeline containing components to be scored
  * with a default pipeline containing the built-in statistical
    components (senter, tagger, morphologizer, parser, ner)
* `Scorer.score` evaluates a list of `Example`s and returns a dictionary
of scores referring to the scores provided by the components in the
pipeline

Significant differences:

* `tags_acc` is renamed to `tag_acc` to be consistent with `token_acc`
and the new `morph_acc`, `pos_acc`, and `lemma_acc`
* Scoring is no longer cumulative: `Scorer.score` scores a list of
examples rather than a single example and does not retain any state
about previously scored examples
* PRF values in the returned scores are no longer multiplied by 100

* Add kwargs to Morphologizer.evaluate

* Create generalized scoring methods in Scorer

* Generalized static scoring methods are added to `Scorer`
  * Methods require an attribute (either on Token or Doc) that is
used to key the returned scores

Naming differences:

* `uas`, `las`, and `las_per_type` in the scores dict are renamed to
`dep_uas`, `dep_las`, and `dep_las_per_type`

Scoring differences:

* `Doc.sents` is now scored as spans rather than on sentence-initial
token positions so that `Doc.sents` and `Doc.ents` can be scored with
the same method (this lowers scores since a single incorrect sentence
start results in two incorrect spans)

* Simplify / extend hasattr check for eval method

* Add hasattr check to tokenizer scoring
* Simplify to hasattr check for component scoring

* Reset Example alignment if docs are set

Reset the Example alignment if either doc is set in case the
tokenization has changed.

* Add PRF tokenization scoring for tokens as spans

Add PRF scores for tokens as character spans. The scores are:

* token_acc: # correct tokens / # gold tokens
* token_p/r/f: PRF for (token.idx, token.idx + len(token))

* Add docstring to Scorer.score_tokenization

* Rename component.evaluate() to component.score()

* Update Scorer API docs

* Update scoring for positive_label in textcat

* Fix TextCategorizer.score kwargs

* Update Language.evaluate docs

* Update score names in default config
2020-07-25 12:53:02 +02:00