Commit Graph

14 Commits

Author SHA1 Message Date
adrianeboyd
1b0bbe4b76 Update tag maps and docs for English and German (#4501)
* Update English tag_map

Update English tag_map based on this conversion table:
https://universaldependencies.org/tagset-conversion/en-penn-uposf.html

* Update German tag_map

Update German tag_map based on this conversion table:
https://universaldependencies.org/tagset-conversion/de-stts-uposf.html

* Add missing Tiger dependencies to glossary

* Add quotes to definition of TO

* Update POS/TAG tables in docs

Update POS/TAG tables for English and German docs using current
information generated from the tag_maps and GLOSSARY.

* Update warning that -PRON- is specific to English

* Revert docs to default JSON output with convert

* Revert "Revert docs to default JSON output with convert"

This reverts commit 6b78c048f1.
2019-10-24 12:56:05 +02:00
Ines Montani
a8a1800f2a Update lemma data documentation [ci skip] 2019-10-01 13:22:13 +02:00
Ines Montani
932ad9cb91 Fix typos and formatting [ci skip] 2019-10-01 12:30:04 +02:00
Matthew Honnibal
46c02d25b1 Merge changes to test_ner 2019-09-18 21:41:24 +02:00
Ines Montani
25c2b4b9a5 Improve init-model docs (see #4137) 2019-09-17 14:51:44 +02:00
Ines Montani
198b7e9789 Auto-format [ci skip] 2019-09-17 14:48:35 +02:00
adrianeboyd
b5d999e510 Add textcat to train CLI (#4226)
* Add doc.cats to spacy.gold at the paragraph level

Support `doc.cats` as `"cats": [{"label": string, "value": number}]` in
the spacy JSON training format at the paragraph level.

* `spacy.gold.docs_to_json()` writes `docs.cats`

* `GoldCorpus` reads in cats in each `GoldParse`

* Update instances of gold_tuples to handle cats

Update iteration over gold_tuples / gold_parses to handle addition of
cats at the paragraph level.

* Add textcat to train CLI

* Add textcat options to train CLI
* Add textcat labels in `TextCategorizer.begin_training()`
* Add textcat evaluation to `Scorer`:
  * For binary exclusive classes with provided label: F1 for label
  * For 2+ exclusive classes: F1 macro average
  * For multilabel (not exclusive): ROC AUC macro average (currently
relying on sklearn)
* Provide user info on textcat evaluation settings, potential
incompatibilities
* Provide pipeline to Scorer in `Language.evaluate` for textcat config
* Customize train CLI output to include only metrics relevant to current
pipeline
* Add textcat evaluation to evaluate CLI

* Fix handling of unset arguments and config params

Fix handling of unset arguments and model confiug parameters in Scorer
initialization.

* Temporarily add sklearn requirement

* Remove sklearn version number

* Improve Scorer handling of models without textcats

* Fixing Scorer handling of models without textcats

* Update Scorer output for python 2.7

* Modify inf in Scorer for python 2.7

* Auto-format

Also make small adjustments to make auto-formatting with black easier and produce nicer results

* Move error message to Errors

* Update documentation

* Add cats to annotation JSON format [ci skip]

* Fix tpl flag and docs [ci skip]

* Switch to internal roc_auc_score

Switch to internal `roc_auc_score()` adapted from scikit-learn.

* Add AUCROCScore tests and improve errors/warnings

* Add tests for AUCROCScore and roc_auc_score
* Add missing error for only positive/negative values
* Remove unnecessary warnings and errors

* Make reduced roc_auc_score functions private

Because most of the checks and warnings have been stripped for the
internal functions and access is only intended through `ROCAUCScore`,
make the functions for roc_auc_score adapted from scikit-learn private.

* Check that data corresponds with multilabel flag

Check that the training instances correspond with the multilabel flag,
adding the multilabel flag if required.

* Add textcat score to early stopping check

* Add more checks to debug-data for textcat

* Add example training data for textcat

* Add more checks to textcat train CLI

* Check configuration when extending base model
* Fix typos

* Update textcat example data

* Provide licensing details and licenses for data
* Remove two labels with no positive instances from jigsaw-toxic-comment
data.


Co-authored-by: Ines Montani <ines@ines.io>
2019-09-15 22:31:31 +02:00
Ines Montani
3126dd0904 Tidy up and auto-format [ci skip] 2019-09-14 12:58:06 +02:00
Ines Montani
82c16b7943 Remove u-strings and fix formatting [ci skip] 2019-09-12 16:11:15 +02:00
Adriane Boyd
6c5044ed2a Update annotation docs for German
- minor formatting fixes
- remove STTS tags not used in Tiger
- update list of dependency relations to match tiger2dep
2019-07-22 11:59:03 +02:00
Ines Montani
ebe58e7fa1 Document gold.docs_to_json [ci skip] 2019-07-10 10:27:33 +02:00
Ramanan Balakrishnan
26c37c5a4d fix all references to BILUO annotation format (#3797) 2019-05-31 12:19:19 +02:00
Ines Montani
cecc31b765 Don't auto-slugify accordion links [ci skip] 2019-03-12 15:30:49 +01:00
Ines Montani
e597110d31
💫 Update website (#3285)
<!--- Provide a general summary of your changes in the title. -->

## Description

The new website is implemented using [Gatsby](https://www.gatsbyjs.org) with [Remark](https://github.com/remarkjs/remark) and [MDX](https://mdxjs.com/). This allows authoring content in **straightforward Markdown** without the usual limitations. Standard elements can be overwritten with powerful [React](http://reactjs.org/) components and wherever Markdown syntax isn't enough, JSX components can be used. Hopefully, this update will also make it much easier to contribute to the docs. Once this PR is merged, I'll implement auto-deployment via [Netlify](https://netlify.com) on a specific branch (to avoid building the website on every PR). There's a bunch of other cool stuff that the new setup will allow us to do – including writing front-end tests, service workers, offline support, implementing a search and so on.

This PR also includes various new docs pages and content.
Resolves #3270. Resolves #3222. Resolves #2947. Resolves #2837.


### Types of change
enhancement

## Checklist
<!--- Before you submit the PR, go over this checklist and make sure you can
tick off all the boxes. [] -> [x] -->
- [x] I have submitted the spaCy Contributor Agreement.
- [x] I ran the tests, and all new and existing tests passed.
- [x] My changes don't require a change to the documentation, or if they do, I've added all required information.
2019-02-17 19:31:19 +01:00