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779 Commits

Author SHA1 Message Date
Ines Montani
758ad6c3cd Make CPU the default for init config 2020-12-09 11:00:51 +11:00
Ines Montani
94a5a9814f Update argument handling and documentation 2020-12-08 20:41:18 +11:00
Adriane Boyd
5ceac425ee Remove non-working --use-chars from train CLI 
Remove the non-working `--use-chars` option from the train CLI. The
implementation of the option across component types and the CLI settings
could be fixed, but the `CharacterEmbed` model does not work on GPU in
v2 so it's better to remove it.
 2020-12-08 08:30:00 +01:00
Sofie Van Landeghem
2c27093c5f
require_cpu functionality (#6336) 
* add require_cpu from Thinc 8.0.0rc2

* add docs

* fix test if cupy is not installed
 2020-12-08 14:42:40 +08:00
Ines Montani
ee2ec52f48
Merge pull request #6409 from svlandeg/feature/trf-docs 2020-12-08 06:32:10 +01:00
Ines Montani
82e88f0e3b
Merge pull request #6379 from svlandeg/fix/labels-constructor 2020-12-08 06:29:56 +01:00
svlandeg
636be3c791 Merge remote-tracking branch 'upstream/develop' into feature/trf-docs 2020-11-19 14:15:35 +01:00
Sofie Van Landeghem
165993d8e5
fix typo in transformer docs (#6404) 2020-11-19 14:11:38 +01:00
svlandeg
73fc1ed963 remove labels from morphologizer constructor 2020-11-11 21:48:50 +01:00
svlandeg
fcd79e0655 remove set_morphology from docs 2020-11-11 21:32:34 +01:00
svlandeg
789fb3d124 add docs for upstream argument of TransformerListener 2020-11-09 21:42:58 +01:00
Ines Montani
363ac73c72 Update docs [ci skip] 2020-11-09 12:43:26 +08:00
Adriane Boyd
8644ee3e3f
Update TIGER link and tag description (#6344) 2020-11-05 09:33:00 +01:00
Sofie Van Landeghem
8ef056cf98
fix embed_size in Entity Linker architecture (#6343) 2020-11-04 22:20:13 +01:00
Adriane Boyd
a4b32b9552
Handle missing reference values in scorer (#6286) 
* Handle missing reference values in scorer

Handle missing values in reference doc during scoring where it is
possible to detect an unset state for the attribute. If no reference
docs contain annotation, `None` is returned instead of a score. `spacy
evaluate` displays `-` for missing scores and the missing scores are
saved as `None`/`null` in the metrics.

Attributes without unset states:

* `token.head`: relies on `token.dep` to recognize unset values
* `doc.cats`: unable to handle missing annotation

Additional changes:

* add optional `has_annotation` check to `score_scans` to replace
`doc.sents` hack
* update `score_token_attr_per_feat` to handle missing and empty morph
representations
* fix bug in `Doc.has_annotation` for normalization of `IS_SENT_START`
vs. `SENT_START`

* Fix import

* Update return types
 2020-11-03 15:47:18 +01:00
Sofie Van Landeghem
75a202ce65
TextCat updates and fixes (#6263) 
* small fix in example imports

* throw error when train_corpus or dev_corpus is not a string

* small fix in custom logger example

* limit macro_auc to labels with 2 annotations

* fix typo

* also create parents of output_dir if need be

* update documentation of textcat scores

* refactor TextCatEnsemble

* fix tests for new AUC definition

* bump to 3.0.0a42

* update docs

* rename to spacy.TextCatEnsemble.v2

* spacy.TextCatEnsemble.v1 in legacy

* cleanup

* small fix

* update to 3.0.0rc2

* fix import that got lost in merge

* cursed IDE

* fix two typos
 2020-10-18 14:50:41 +02:00
Ines Montani
4d99d2b94a Update docs [ci skip] 2020-10-13 11:38:52 +02:00
svlandeg
40276fd3be update NEL docs after latest refactor 2020-10-12 11:41:27 +02:00
Ines Montani
e50dc2c1c9 Update docs [ci skip] 2020-10-09 12:04:52 +02:00
Ines Montani
329b61ee7b Update docs [ci skip] 2020-10-09 10:36:06 +02:00
Sofie Van Landeghem
d093d6343b
TrainablePipe (#6213) 
* rename Pipe to TrainablePipe

* split functionality between Pipe and TrainablePipe

* remove unnecessary methods from certain components

* cleanup

* hasattr(component, "pipe") should be sufficient again

* remove serialization and vocab/cfg from Pipe

* unify _ensure_examples and validate_examples

* small fixes

* hasattr checks for self.cfg and self.vocab

* make is_resizable and is_trainable properties

* serialize strings.json instead of vocab

* fix KB IO + tests

* fix typos

* more typos

* _added_strings as a set

* few more tests specifically for _added_strings field

* bump to 3.0.0a36
 2020-10-08 21:33:49 +02:00
Ines Montani
064575d79d
Merge pull request #6216 from svlandeg/feature/nel-initialize 2020-10-08 11:14:12 +02:00
Ines Montani
43e59bb22a Update docs and install extras [ci skip] 2020-10-08 10:58:50 +02:00
svlandeg
eaf5c265cb set_kb method for entity_linker 2020-10-08 10:34:01 +02:00
Ines Montani
2fd7122074 Update docs [ci skip] 2020-10-06 10:31:48 +02:00
Ines Montani
568e12215d
Merge pull request #6206 from svlandeg/fix/patterns-init 2020-10-06 10:27:23 +02:00
svlandeg
9b4cf7b0b6 update output of debug config command 2020-10-06 09:47:23 +02:00
svlandeg
fd0f60e2bc updates to data format for training and pretraining 2020-10-06 09:28:53 +02:00
svlandeg
ff9ac39c88 read entity_ruler patterns with srsly.read_jsonl.v1 2020-10-05 22:50:14 +02:00
Ines Montani
1a554bdcb1 Update docs and docstring [ci skip] 2020-10-05 21:55:27 +02:00
Matthew Honnibal
919790cb47 Upd MultiHashEmbed docs 2020-10-05 20:28:21 +02:00
svlandeg
193e0d5a98 add docs for entity_ruler.initialize 2020-10-05 18:04:08 +02:00
svlandeg
65abd77779 add finish_update to Pipe 2020-10-05 16:23:33 +02:00
Ines Montani
0f64556c04
Merge pull request #6197 from svlandeg/feature/pipe-docs [ci skip] 2020-10-05 11:55:40 +02:00
svlandeg
52b660e9dc initialize and update explanation 2020-10-05 00:39:36 +02:00
Ines Montani
3c36a57e84
Update data augmenters (#6196) 
* Draft lower-case augmenter

* Make warning a debug log

* Update lowercase augmenter, docs and tests

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
 2020-10-04 17:46:29 +02:00
Ines Montani
11347f34da Tidy up, tests and docs 2020-10-04 13:54:05 +02:00
Ines Montani
989c59918c Update docs [ci skip] 2020-10-03 18:53:39 +02:00
Ines Montani
7c4ab7e82c Fix Lemmatizer.get_lookups_config 2020-10-03 17:16:10 +02:00
Ines Montani
dd542ec6a4
Fix label initialization of textcat component (#6190) 2020-10-03 17:07:38 +02:00
Ines Montani
35d695a031 Update docs 2020-10-03 16:08:24 +02:00
svlandeg
02247cccaf Merge remote-tracking branch 'upstream/develop' into feature/small-fixes 2020-10-02 20:48:11 +02:00
Sofie Van Landeghem
09dcb75076
small UX fix for DocBin (#6167) 
* add informative warning when messing up store_user_data DocBin flags

* add informative warning when messing up store_user_data DocBin flags

* cleanup test

* rename to patterns_path
 2020-10-02 15:43:32 +02:00
Ines Montani
f0b30aedad
Make lemmatizers use initialize logic (#6182) 
* Make lemmatizer use initialize logic and tidy up

* Fix typo

* Raise for uninitialized tables
 2020-10-02 15:42:36 +02:00
Ines Montani
df06f7a792 Update docs [ci skip] 2020-10-02 13:24:33 +02:00
Ines Montani
d2aa662ab2
Merge pull request #6179 from adrianeboyd/feature/token-morph-refactor-2 [ci skip] 2020-10-02 12:10:27 +02:00
Ines Montani
32cdc1c4f4 Update docs [ci skip] 2020-10-02 11:38:03 +02:00
Adriane Boyd
fd09e6b140 Update docs for Token.morph / Token.set_morph 2020-10-02 09:05:15 +02:00
Ines Montani
01c1538c72 Integrate file readers 2020-10-02 01:36:06 +02:00
Ines Montani
6b94cee468 Fix docs [ci skip] 2020-10-02 01:11:19 +02:00
Ines Montani
f2627157c8 Update docs [ci skip] 2020-10-01 17:38:17 +02:00
svlandeg
1328c9fd14 consistently use --code instead of --code-path 2020-10-01 16:59:22 +02:00
Sofie Van Landeghem
a22215f427
Add FeatureExtractor from Thinc (#6170) 
* move featureextractor from Thinc

* Update website/docs/api/architectures.md

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

* Update website/docs/api/architectures.md

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

Co-authored-by: Ines Montani <ines@ines.io>
 2020-10-01 16:22:48 +02:00
Ines Montani
0a8a124a6e Update docs [ci skip] 2020-10-01 12:15:53 +02:00
Ines Montani
a103ab5f1a Update augmenter lookups and docs 2020-09-30 23:03:47 +02:00
Ines Montani
115481aca7 Update docs [ci skip] 2020-09-30 15:16:00 +02:00
Ines Montani
9bb958fd0a Fix debug data [ci skip] 2020-09-29 23:07:11 +02:00
Ines Montani
604be54a5c Support --code in evaluate CLI [ci skip] 2020-09-29 21:20:56 +02:00
Ines Montani
d3c63b7965 Merge branch 'develop' into feature/prepare 2020-09-29 20:53:05 +02:00
Ines Montani
361f91e286
Merge pull request #6135 from walterhenry/develop-proof 2020-09-29 20:49:06 +02:00
Ines Montani
b486389eec
Update website/docs/api/doc.md 2020-09-29 20:48:43 +02:00
Ines Montani
d7469283c5 Update docs [ci skip] 2020-09-29 16:59:21 +02:00
walterhenry
c1c841940c Merge branch 'develop-proof' of https://github.com/walterhenry/spaCy into develop-proof 2020-09-29 11:47:43 +02:00
Ines Montani
ff9a63bfbd begin_training -> initialize 2020-09-28 21:35:09 +02:00
walterhenry
3360825e00 Proofreading 
Another round of proofreading. All the API docs have been read through and I've grazed the Usage docs.
 2020-09-28 16:50:15 +02:00
Matthew Honnibal
a976da168c
Support data augmentation in Corpus (#6155) 
* Support data augmentation in Corpus

* Note initial docs for data augmentation

* Add augmenter to quickstart

* Fix flake8

* Format

* Fix test

* Update spacy/tests/training/test_training.py

* Improve data augmentation arguments

* Update templates

* Move randomization out into caller

* Refactor

* Update spacy/training/augment.py

* Update spacy/tests/training/test_training.py

* Fix augment

* Fix test
 2020-09-28 03:03:27 +02:00
Ines Montani
f29d5b9b89 Update docs [ci skip] 2020-09-27 18:39:38 +02:00
Sofie Van Landeghem
009ba14aaf
Fix pretraining in train script (#6143) 
* update pretraining API in train CLI

* bump thinc to 8.0.0a35

* bump to 3.0.0a26

* doc fixes

* small doc fix
 2020-09-25 15:47:10 +02:00
Ines Montani
2aa4d65734 Update docs [ci skip] 2020-09-24 20:41:09 +02:00
Adriane Boyd
3c062b3911
Add MORPH handling to Matcher (#6107) 
* Add MORPH handling to Matcher

* Add `MORPH` to `Matcher` schema
* Rename `_SetMemberPredicate` to `_SetPredicate`
* Add `ISSUBSET` and `ISSUPERSET` operators to `_SetPredicate`
  * Add special handling for normalization and conversion of morph
    values into sets
  * For other attrs, `ISSUBSET` acts like `IN` and `ISSUPERSET` only
    matches for 0 or 1 values

* Update test

* Rename to IS_SUBSET and IS_SUPERSET
 2020-09-24 16:55:09 +02:00
Sofie Van Landeghem
c7eedd3534
updates to NEL functionality (#6132) 
* NEL: read sentences and ents from reference

* fiddling with sent_start annotations

* add KB serialization test

* KB write additional file with strings.json

* score_links function to calculate NEL P/R/F

* formatting

* documentation
 2020-09-24 16:53:59 +02:00
Ines Montani
58dde293ce
Merge pull request #6089 from adrianeboyd/feature/doc-ents-v3-2 2020-09-24 14:44:42 +02:00
Ines Montani
74e1f192b4
Merge pull request #6134 from explosion/feature/training_before_to_disk 2020-09-24 14:44:11 +02:00
Ines Montani
3b58a8be2b Update docs 2020-09-24 14:32:42 +02:00
Ines Montani
88e54caa12 accuracy -> performance 2020-09-24 14:32:35 +02:00
Ines Montani
b92c8aae78 Merge branch 'develop' into pr/6135 2020-09-24 13:44:56 +02:00
walterhenry
3dd5f409ec Proofreading 
Proofread some API docs
 2020-09-24 13:15:28 +02:00
Adriane Boyd
1c63f02f99 Add API docs 2020-09-24 12:51:16 +02:00
Ines Montani
138c8d45db Update docs 2020-09-24 12:43:39 +02:00
Ines Montani
ae51f580c1 Fix handling of score_weights 2020-09-24 10:27:33 +02:00
svlandeg
dd2292793f 'parser' instead of 'deps' for state_type 2020-09-23 16:53:49 +02:00
svlandeg
6c85fab316 state_type and extra_state_tokens instead of nr_feature_tokens 2020-09-23 13:35:09 +02:00
Ines Montani
6ca06cb62c Update docs and formatting [ci skip] 2020-09-23 10:14:27 +02:00
svlandeg
b556a10808 rename converts in_to_out 2020-09-22 11:50:19 +02:00
Ines Montani
f9af7d365c Update docs [ci skip] 2020-09-22 09:45:41 +02:00
Ines Montani
49e80dbcac
Merge pull request #6103 from explosion/chore/tidy-up-tests-docs-get-doc 2020-09-22 09:45:04 +02:00
Adriane Boyd
5fbb8dfcbc Merge remote-tracking branch 'upstream/develop' into docs/various-v3-2 2020-09-22 09:22:58 +02:00
Ines Montani
67fbcb3da5 Tidy up tests and docs 2020-09-21 20:43:54 +02:00
Adriane Boyd
f212303729 Add sent_starts to Doc.__init__ 
Add sent_starts to `Doc.__init__`. Officially specify `is_sent_start`
values but also convert to and accept `sent_start` internally.
 2020-09-21 17:59:09 +02:00
Adriane Boyd
6aa91c7ca0 Make user_data keyword-only 2020-09-21 16:00:06 +02:00
Adriane Boyd
bc02e86494 Extend Doc.__init__ with additional annotation 
Mostly copying from `spacy.tests.util.get_doc`, add additional kwargs to
`Doc.__init__` to initialize the most common doc/token values.
 2020-09-21 13:36:24 +02:00
Adriane Boyd
3aa57ce6c9 Update alignment mode in Doc.char_span docs 2020-09-21 09:07:20 +02:00
Ines Montani
012b3a7096 Update docs [ci skip] 2020-09-20 17:44:58 +02:00
Ines Montani
554c9a2497 Update docs [ci skip] 2020-09-20 12:30:53 +02:00
Sofie Van Landeghem
39872de1f6
Introducing the gpu_allocator (#6091) 
* rename 'use_pytorch_for_gpu_memory' to 'gpu_allocator'

* --code instead of --code-path

* update documentation

* avoid querying the "system" section directly

* add explanation of gpu_allocator to TF/PyTorch section in docs

* fix typo

* fix typo 2

* use set_gpu_allocator from thinc 8.0.0a34

* default null instead of empty string
 2020-09-19 01:17:02 +02:00
Ines Montani
0406200a1e Update docs [ci skip] 2020-09-18 15:13:13 +02:00
Ines Montani
a127fa475e
Merge pull request #6078 from svlandeg/fix/corpus 2020-09-18 14:44:21 +02:00
Ines Montani
d32ce121be Fix docs [ci skip] 2020-09-18 13:41:12 +02:00
Ines Montani
1bb8b4f824 Merge branch 'master' into develop 2020-09-17 17:46:20 +02:00
Ines Montani
2e3ce9f42f Merge branch 'feature/init-config-pretrain' of https://github.com/svlandeg/spaCy into pr/6084 2020-09-17 16:58:49 +02:00
Ines Montani
3d8e010655 Change order 2020-09-17 16:58:46 +02:00
Ines Montani
c4b414b282
Update website/docs/api/cli.md 2020-09-17 16:58:09 +02:00
Sofie Van Landeghem
e5ceec5df0
Update website/docs/api/cli.md 
Co-authored-by: Ines Montani <ines@ines.io>
 2020-09-17 16:56:20 +02:00
Sofie Van Landeghem
127ce0c574
Update website/docs/api/cli.md 
Co-authored-by: Ines Montani <ines@ines.io>
 2020-09-17 16:55:53 +02:00
svlandeg
5fade4feb7 fix cli abbrev 2020-09-17 16:15:20 +02:00
svlandeg
ddfc1fc146 add pretraining option to init config 2020-09-17 16:05:40 +02:00
svlandeg
130ffa5fbf fix typos in docs 2020-09-17 14:59:41 +02:00
svlandeg
0c35885751 generalize corpora, dot notation for dev and train corpus 2020-09-17 11:38:59 +02:00
svlandeg
8cedb2f380 Merge branch 'fix/corpus' of https://github.com/svlandeg/spaCy into fix/corpus 2020-09-17 09:27:55 +02:00
svlandeg
781fae678b Merge remote-tracking branch 'upstream/develop' into fix/corpus 2020-09-17 09:24:36 +02:00
Sofie Van Landeghem
21dcf92964
Update website/docs/api/data-formats.md 
Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
 2020-09-17 09:21:36 +02:00
Adriane Boyd
7e4cd7575c
Refactor Docs.is_ flags (#6044) 
* Refactor Docs.is_ flags

* Add derived `Doc.has_annotation` method

  * `Doc.has_annotation(attr)` returns `True` for partial annotation

  * `Doc.has_annotation(attr, require_complete=True)` returns `True` for
    complete annotation

* Add deprecation warnings to `is_tagged`, `is_parsed`, `is_sentenced`
and `is_nered`

* Add `Doc._get_array_attrs()`, which returns a full list of `Doc` attrs
for use with `Doc.to_array`, `Doc.to_bytes` and `Doc.from_docs`. The
list is the `DocBin` attributes list plus `SPACY` and `LENGTH`.

Notes on `Doc.has_annotation`:

* `HEAD` is converted to `DEP` because heads don't have an unset state

* Accept `IS_SENT_START` as a synonym of `SENT_START`

Additional changes:

* Add `NORM`, `ENT_ID` and `SENT_START` to default attributes for
`DocBin`

* In `Doc.from_array()` the presence of `DEP` causes `HEAD` to override
`SENT_START`

* In `Doc.from_array()` using `attrs` other than
`Doc._get_array_attrs()` (i.e., a user's custom list rather than our
default internal list) with both `HEAD` and `SENT_START` shows a warning
that `HEAD` will override `SENT_START`

* `set_children_from_heads` does not require dependency labels to set
sentence boundaries and sets `sent_start` for all non-sentence starts to
`-1`

* Fix call to set_children_form_heads

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
 2020-09-17 00:14:01 +02:00
svlandeg
55f8d5478e fix example output 2020-09-15 22:09:30 +02:00
svlandeg
51fa929f47 rewrite train_corpus to corpus.train in config 2020-09-15 21:58:04 +02:00
Ines Montani
0edd695bf6 Update docs 2020-09-15 11:41:49 +02:00
Ines Montani
99549a5ace Fix consistency and update docs 2020-09-15 11:37:37 +02:00
Ines Montani
154752f9c2 Update docs and consistency [ci skip] 2020-09-15 00:32:49 +02:00
Sofie Van Landeghem
3216a33149
positive_label config for textcat (#6062) 
* hook up positive_label in textcat

* unit tests

* documentation

* formatting

* tests

* fix typo

* move verify_config to after begin_training

* revert accidential commit
 2020-09-14 17:08:00 +02:00
Ines Montani
9afb1d9965
Merge pull request #6063 from svlandeg/feature/doc_cleanup [ci skip] 2020-09-14 10:35:43 +02:00
Ines Montani
47acb45850 Update docs [ci skip] 2020-09-13 22:30:33 +02:00
Ines Montani
2e3d067a7b Update docs [ci skip] 2020-09-13 19:29:06 +02:00
Sofie Van Landeghem
744df9814a
define threshold for scoring textcat in TextCat config (#6055) 
* define threshold for scoring textcat in TextCat config

* fix unit test and documentation
 2020-09-13 14:15:52 +02:00
svlandeg
c4f324d5f1 doc fixes 2020-09-12 17:38:54 +02:00
Ines Montani
8b0dabe987 Update docs [ci skip] 2020-09-12 17:05:10 +02:00
Ines Montani
0b2e07215d Support overwriting name on spacy package 2020-09-11 11:38:28 +02:00
svlandeg
97d99f7efa Merge remote-tracking branch 'upstream/develop' into feature/doc-fixes 2020-09-10 11:51:34 +02:00
Ines Montani
15bc3a37b4 Add --branch to project clone 2020-09-10 11:08:15 +02:00
Ines Montani
b7afd09d27 Update formatting [ci skip] 2020-09-10 11:07:09 +02:00
svlandeg
9073d99fc9 fix link to shape inference section 2020-09-10 10:22:59 +02:00
Ines Montani
1955aaaa20
Merge pull request #6045 from svlandeg/feature/more-layers-docs [ci skip] 2020-09-09 21:46:40 +02:00
Ines Montani
2e567a47c2 Update docs and formatting 2020-09-09 21:26:10 +02:00
svlandeg
c89e07927e document individual component API pages 2020-09-09 16:18:38 +02:00
Sofie Van Landeghem
cb66ea7400
Remove simple_ner code (#6041) 
* remove simple_ner code

* remove unused _biluo and _iob files
 2020-09-09 16:11:27 +02:00
svlandeg
a8aa9a8068 document Pipe API details, crossreferences etc 2020-09-09 15:56:27 +02:00
svlandeg
39aa740777 Merge remote-tracking branch 'upstream/develop' into feature/more-layers-docs 2020-09-09 11:59:34 +02:00
Sofie Van Landeghem
8e7557656f
Renaming gold & annotation_setter (#6042) 
* version bump to 3.0.0a16

* rename "gold" folder to "training"

* rename 'annotation_setter' to 'set_extra_annotations'

* formatting
 2020-09-09 10:31:03 +02:00
Marek Grzenkowicz
a26f864ed3
Clarify how to choose pretrained weights files (closes #6027) [ci skip] (#6039) 2020-09-08 21:13:50 +02:00
svlandeg
bd8f9b188b small fixes 2020-09-08 17:24:36 +02:00
Ines Montani
157caf4dfa WIP: update docs [ci skip] 2020-09-04 16:30:31 +02:00
Ines Montani
f174c7b1f3 Merge branch 'develop' into pr/6018 2020-09-04 15:54:49 +02:00
Ines Montani
864a697e63 Merge branch 'develop' into master-tmp 2020-09-04 13:15:36 +02:00
Adriane Boyd
b927893309
Merge branch 'develop' into feature/dependency-matcher-v3 2020-09-04 13:03:30 +02:00
Ines Montani
4daf138136 Fix alphabetic ordering [ci skip] 2020-09-03 23:01:50 +02:00
Ines Montani
23b7d9cfa3 Prefix span getters 2020-09-03 17:37:06 +02:00
Ines Montani
5afe6447cd registry.assets -> registry.misc 2020-09-03 17:31:14 +02:00
Ines Montani
c063e55eb7 Add prefix to batchers 2020-09-03 17:30:41 +02:00
Ines Montani
804f120361 Don't use registered function version in title 2020-09-03 17:29:47 +02:00
Ines Montani
c53b1433b9 Adjust more arguments [ci skip] 2020-09-03 17:12:24 +02:00
Ines Montani
25a595dc10 Fix typos and wording [ci skip] 2020-09-03 16:37:45 +02:00
Ines Montani
b5a0657fd6 "model" terminology consistency in docs 2020-09-03 13:13:03 +02:00