Commit Graph

55 Commits

Author SHA1 Message Date
Ines Montani
a203e3dbb8 Support spacy-legacy via the registry 2021-01-15 21:42:40 +11:00
Ines Montani
b0b743597c Tidy up and auto-format 2021-01-15 11:57:36 +11:00
Sofie Van Landeghem
75d9019343
Fix types of Tok2Vec encoding architectures (#6442)
* fix TorchBiLSTMEncoder documentation

* ensure the types of the encoding Tok2vec layers are correct

* update references from v1 to v2 for the new architectures
2021-01-07 16:39:27 +11:00
Sofie Van Landeghem
3983bc6b1e
Fix Transformer width in TextCatEnsemble (#6431)
* add convenience method to determine tok2vec width in a model

* fix transformer tok2vec dimensions in TextCatEnsemble architecture

* init function should not be nested to avoid pickle issues
2021-01-06 12:44:04 +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
svlandeg
08cb085f6c Merge remote-tracking branch 'upstream/develop' into fix/various 2020-10-09 17:01:27 +02:00
svlandeg
853edace37 fix MultiHashEmbed example in documentation 2020-10-09 14:11:06 +02:00
Adriane Boyd
39aabf50ab Also rename to include_static_vectors in CharEmbed 2020-10-09 11:54:48 +02:00
Ines Montani
1a554bdcb1 Update docs and docstring [ci skip] 2020-10-05 21:55:27 +02:00
Ines Montani
9614e53b02 Tidy up and auto-format 2020-10-05 21:55:18 +02:00
Matthew Honnibal
e50047f1c5 Check lengths match 2020-10-05 20:02:45 +02:00
Matthew Honnibal
cdd2b79b6d Remove deprecated MultiHashEmbed 2020-10-05 19:58:18 +02:00
Matthew Honnibal
6dcc4a0ba6 Simplify MultiHashEmbed signature 2020-10-05 19:57:45 +02:00
Matthew Honnibal
eb9ba61517 Format 2020-10-05 15:29:49 +02:00
Matthew Honnibal
8ec79ad3fa Allow configuration of MultiHashEmbed features
Update arguments to MultiHashEmbed layer so that the attributes can be
controlled. A kind of tricky scheme is used to allow optional
specification of the rows. I think it's an okay balance between
flexibility and convenience.
2020-10-05 15:22:00 +02:00
Ines Montani
bcd52e5486 Tidy up errors and warnings 2020-10-04 11:16:31 +02:00
Ines Montani
3bc3c05fcc Tidy up and auto-format 2020-10-03 17:20:18 +02:00
svlandeg
02247cccaf Merge remote-tracking branch 'upstream/develop' into feature/small-fixes 2020-10-02 20:48:11 +02:00
Matthew Honnibal
6965cdf16d Fix comment 2020-10-02 17:26:21 +02:00
Matthew Honnibal
75a1569908 Merge 2020-10-01 23:07:53 +02:00
Matthew Honnibal
300e5a9928
Avoid relying on NORM in default v3 models (#6176)
* Allow CharacterEmbed to specify feature

* Default to LOWER in character embed

* Update tok2vec

* Use LOWER, not NORM
2020-10-01 23:05:55 +02:00
Matthew Honnibal
b854bca15c Default to LOWER in character embed 2020-10-01 22:17:58 +02:00
Matthew Honnibal
684a77870b Allow CharacterEmbed to specify feature 2020-10-01 22:17:26 +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
svlandeg
5121972930 add types of Tok2Vec embedding layers 2020-10-01 09:20:09 +02:00
Ines Montani
1114219ae3 Tidy up and auto-format 2020-09-21 10:59:07 +02:00
Adriane Boyd
f3db3f6fe0
Add vectors option to CharacterEmbed (#6069)
* Add vectors option to CharacterEmbed

* Update spacy/pipeline/morphologizer.pyx

* Adjust default morphologizer config

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2020-09-16 17:45:04 +02:00
svlandeg
bd8f9b188b small fixes 2020-09-08 17:24:36 +02:00
svlandeg
c32fcdf4c9 fix typo 2020-09-04 09:10:21 +02:00
Ines Montani
3a193eb8f1 Fix imports, types and default configs 2020-08-07 18:40:54 +02:00
Matthew Honnibal
473504d837 Format 2020-08-07 16:49:00 +02:00
Matthew Honnibal
234c52a91e Add tok2vec docstrings 2020-08-07 16:48:48 +02:00
Ines Montani
e9e8fa2466 Update docs and types 2020-07-31 17:02:54 +02:00
Matthew Honnibal
142b58be92 Fix import 2020-07-29 14:45:09 +02:00
Matthew Honnibal
07b47eaac8 Update tok2vec layer 2020-07-29 14:01:13 +02:00
Matthew Honnibal
00de30bcc2 Update CharacterEmbed function 2020-07-29 14:01:12 +02:00
Matthew Honnibal
c35d6282fc Add previous HashEmbedCNN tok2vec to make transition easier 2020-07-29 14:01:12 +02:00
Matthew Honnibal
0c17ea4c85 Format 2020-07-29 14:00:13 +02:00
Matthew Honnibal
099e9331c5 Fix tok2vec 2020-07-29 14:00:10 +02:00
Matthew Honnibal
fe0cdcd461 Fixes 2020-07-29 14:00:09 +02:00
Matthew Honnibal
123f8b832d Refactor Tok2Vec model 2020-07-29 14:00:09 +02:00
Matthew Honnibal
cb9654e98c WIP on new StaticVectors 2020-07-29 14:00:09 +02:00
Ines Montani
e92df281ce Tidy up, autoformat, add types 2020-07-25 15:01:15 +02:00
Ines Montani
43b960c01b
Refactor pipeline components, config and language data (#5759)
* Update with WIP

* Update with WIP

* Update with pipeline serialization

* Update types and pipe factories

* Add deep merge, tidy up and add tests

* Fix pipe creation from config

* Don't validate default configs on load

* Update spacy/language.py

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

* Adjust factory/component meta error

* Clean up factory args and remove defaults

* Add test for failing empty dict defaults

* Update pipeline handling and methods

* provide KB as registry function instead of as object

* small change in test to make functionality more clear

* update example script for EL configuration

* Fix typo

* Simplify test

* Simplify test

* splitting pipes.pyx into separate files

* moving default configs to each component file

* fix batch_size type

* removing default values from component constructors where possible (TODO: test 4725)

* skip instead of xfail

* Add test for config -> nlp with multiple instances

* pipeline.pipes -> pipeline.pipe

* Tidy up, document, remove kwargs

* small cleanup/generalization for Tok2VecListener

* use DEFAULT_UPSTREAM field

* revert to avoid circular imports

* Fix tests

* Replace deprecated arg

* Make model dirs require config

* fix pickling of keyword-only arguments in constructor

* WIP: clean up and integrate full config

* Add helper to handle function args more reliably

Now also includes keyword-only args

* Fix config composition and serialization

* Improve config debugging and add visual diff

* Remove unused defaults and fix type

* Remove pipeline and factories from meta

* Update spacy/default_config.cfg

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>

* Update spacy/default_config.cfg

* small UX edits

* avoid printing stack trace for debug CLI commands

* Add support for language-specific factories

* specify the section of the config which holds the model to debug

* WIP: add Language.from_config

* Update with language data refactor WIP

* Auto-format

* Add backwards-compat handling for Language.factories

* Update morphologizer.pyx

* Fix morphologizer

* Update and simplify lemmatizers

* Fix Japanese tests

* Port over tagger changes

* Fix Chinese and tests

* Update to latest Thinc

* WIP: xfail first Russian lemmatizer test

* Fix component-specific overrides

* fix nO for output layers in debug_model

* Fix default value

* Fix tests and don't pass objects in config

* Fix deep merging

* Fix lemma lookup data registry

Only load the lookups if an entry is available in the registry (and if spacy-lookups-data is installed)

* Add types

* Add Vocab.from_config

* Fix typo

* Fix tests

* Make config copying more elegant

* Fix pipe analysis

* Fix lemmatizers and is_base_form

* WIP: move language defaults to config

* Fix morphology type

* Fix vocab

* Remove comment

* Update to latest Thinc

* Add morph rules to config

* Tidy up

* Remove set_morphology option from tagger factory

* Hack use_gpu

* Move [pipeline] to top-level block and make [nlp.pipeline] list

Allows separating component blocks from component order – otherwise, ordering the config would mean a changed component order, which is bad. Also allows initial config to define more components and not use all of them

* Fix use_gpu and resume in CLI

* Auto-format

* Remove resume from config

* Fix formatting and error

* [pipeline] -> [components]

* Fix types

* Fix tagger test: requires set_morphology?

Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com>
Co-authored-by: svlandeg <sofie.vanlandeghem@gmail.com>
Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2020-07-22 13:42:59 +02:00
Sofie Van Landeghem
c1ea55307b
Fixing reproducible training (#5735)
* Add initial reproducibility tests

* failing test for default_text_classifier (WIP)

* track trouble to underlying tok2vec layer

* add regression test for Issue 5551

* tests go green with https://github.com/explosion/thinc/pull/359

* update test

* adding fixed seeds to HashEmbed layers, seems to fix the reproducility issue

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2020-07-09 19:39:31 +02:00
Matthw Honnibal
709fc5e4ad Clarify dropout and seed in Tok2Vec 2020-07-06 17:50:21 +02:00
Matthw Honnibal
8870a6ded7 Specify seeds in HashEmbed 2020-07-04 23:51:49 +02:00
Matthew Honnibal
8c29268749
Improve spacy.gold (no GoldParse, no json format!) (#5555)
* Update errors

* Remove beam for now (maybe)

Remove beam_utils

Update setup.py

Remove beam

* Remove GoldParse

WIP on removing goldparse

Get ArcEager compiling after GoldParse excise

Update setup.py

Get spacy.syntax compiling after removing GoldParse

Rename NewExample -> Example and clean up

Clean html files

Start updating tests

Update Morphologizer

* fix error numbers

* fix merge conflict

* informative error when calling to_array with wrong field

* fix error catching

* fixing language and scoring tests

* start testing get_aligned

* additional tests for new get_aligned function

* Draft create_gold_state for arc_eager oracle

* Fix import

* Fix import

* Remove TokenAnnotation code from nonproj

* fixing NER one-to-many alignment

* Fix many-to-one IOB codes

* fix test for misaligned

* attempt to fix cases with weird spaces

* fix spaces

* test_gold_biluo_different_tokenization works

* allow None as BILUO annotation

* fixed some tests + WIP roundtrip unit test

* add spaces to json output format

* minibatch utiltiy can deal with strings, docs or examples

* fix augment (needs further testing)

* various fixes in scripts - needs to be further tested

* fix test_cli

* cleanup

* correct silly typo

* add support for MORPH in to/from_array, fix morphologizer overfitting test

* fix tagger

* fix entity linker

* ensure test keeps working with non-linked entities

* pipe() takes docs, not examples

* small bug fix

* textcat bugfix

* throw informative error when running the components with the wrong type of objects

* fix parser tests to work with example (most still failing)

* fix BiluoPushDown parsing entities

* small fixes

* bugfix tok2vec

* fix renames and simple_ner labels

* various small fixes

* prevent writing dummy values like deps because that could interfer with sent_start values

* fix the fix

* implement split_sent with aligned SENT_START attribute

* test for split sentences with various alignment issues, works

* Return ArcEagerGoldParse from ArcEager

* Update parser and NER gold stuff

* Draft new GoldCorpus class

* add links to to_dict

* clean up

* fix test checking for variants

* Fix oracles

* Start updating converters

* Move converters under spacy.gold

* Move things around

* Fix naming

* Fix name

* Update converter to produce DocBin

* Update converters

* Allow DocBin to take list of Doc objects.

* Make spacy convert output docbin

* Fix import

* Fix docbin

* Fix compile in ArcEager

* Fix import

* Serialize all attrs by default

* Update converter

* Remove jsonl converter

* Add json2docs converter

* Draft Corpus class for DocBin

* Work on train script

* Update Corpus

* Update DocBin

* Allocate Doc before starting to add words

* Make doc.from_array several times faster

* Update train.py

* Fix Corpus

* Fix parser model

* Start debugging arc_eager oracle

* Update header

* Fix parser declaration

* Xfail some tests

* Skip tests that cause crashes

* Skip test causing segfault

* Remove GoldCorpus

* Update imports

* Update after removing GoldCorpus

* Fix module name of corpus

* Fix mimport

* Work on parser oracle

* Update arc_eager oracle

* Restore ArcEager.get_cost function

* Update transition system

* Update test_arc_eager_oracle

* Remove beam test

* Update test

* Unskip

* Unskip tests

* add links to to_dict

* clean up

* fix test checking for variants

* Allow DocBin to take list of Doc objects.

* Fix compile in ArcEager

* Serialize all attrs by default

Move converters under spacy.gold

Move things around

Fix naming

Fix name

Update converter to produce DocBin

Update converters

Make spacy convert output docbin

Fix import

Fix docbin

Fix import

Update converter

Remove jsonl converter

Add json2docs converter

* Allocate Doc before starting to add words

* Make doc.from_array several times faster

* Start updating converters

* Work on train script

* Draft Corpus class for DocBin

Update Corpus

Fix Corpus

* Update DocBin

Add missing strings when serializing

* Update train.py

* Fix parser model

* Start debugging arc_eager oracle

* Update header

* Fix parser declaration

* Xfail some tests

Skip tests that cause crashes

Skip test causing segfault

* Remove GoldCorpus

Update imports

Update after removing GoldCorpus

Fix module name of corpus

Fix mimport

* Work on parser oracle

Update arc_eager oracle

Restore ArcEager.get_cost function

Update transition system

* Update tests

Remove beam test

Update test

Unskip

Unskip tests

* Add get_aligned_parse method in Example

Fix Example.get_aligned_parse

* Add kwargs to Corpus.dev_dataset to match train_dataset

* Update nonproj

* Use get_aligned_parse in ArcEager

* Add another arc-eager oracle test

* Remove Example.doc property

Remove Example.doc

Remove Example.doc

Remove Example.doc

Remove Example.doc

* Update ArcEager oracle

Fix Break oracle

* Debugging

* Fix Corpus

* Fix eg.doc

* Format

* small fixes

* limit arg for Corpus

* fix test_roundtrip_docs_to_docbin

* fix test_make_orth_variants

* fix add_label test

* Update tests

* avoid writing temp dir in json2docs, fixing 4402 test

* Update test

* Add missing costs to NER oracle

* Update test

* Work on Example.get_aligned_ner method

* Clean up debugging

* Xfail tests

* Remove prints

* Remove print

* Xfail some tests

* Replace unseen labels for parser

* Update test

* Update test

* Xfail test

* Fix Corpus

* fix imports

* fix docs_to_json

* various small fixes

* cleanup

* Support gold_preproc in Corpus

* Support gold_preproc

* Pass gold_preproc setting into corpus

* Remove debugging

* Fix gold_preproc

* Fix json2docs converter

* Fix convert command

* Fix flake8

* Fix import

* fix output_dir (converted to Path by typer)

* fix var

* bugfix: update states after creating golds to avoid out of bounds indexing

* Improve efficiency of ArEager oracle

* pull merge_sent into iob2docs to avoid Doc creation for each line

* fix asserts

* bugfix excl Span.end in iob2docs

* Support max_length in Corpus

* Fix arc_eager oracle

* Filter out uannotated sentences in NER

* Remove debugging in parser

* Simplify NER alignment

* Fix conversion of NER data

* Fix NER init_gold_batch

* Tweak efficiency of precomputable affine

* Update onto-json default

* Update gold test for NER

* Fix parser test

* Update test

* Add NER data test

* Fix convert for single file

* Fix test

* Hack scorer to avoid evaluating non-nered data

* Fix handling of NER data in Example

* Output unlabelled spans from O biluo tags in iob_utils

* Fix unset variable

* Return kept examples from init_gold_batch

* Return examples from init_gold_batch

* Dont return Example from init_gold_batch

* Set spaces on gold doc after conversion

* Add test

* Fix spaces reading

* Improve NER alignment

* Improve handling of missing values in NER

* Restore the 'cutting' in parser training

* Add assertion

* Print epochs

* Restore random cuts in parser/ner training

* Implement Doc.copy

* Implement Example.copy

* Copy examples at the start of Language.update

* Don't unset example docs

* Tweak parser model slightly

* attempt to fix _guess_spaces

* _add_entities_to_doc first, so that links don't get overwritten

* fixing get_aligned_ner for one-to-many

* fix indexing into x_text

* small fix biluo_tags_from_offsets

* Add onto-ner config

* Simplify NER alignment

* Fix NER scoring for partially annotated documents

* fix indexing into x_text

* fix test_cli failing tests by ignoring spans in doc.ents with empty label

* Fix limit

* Improve NER alignment

* Fix count_train

* Remove print statement

* fix tests, we're not having nothing but None

* fix clumsy fingers

* Fix tests

* Fix doc.ents

* Remove empty docs in Corpus and improve limit

* Update config

Co-authored-by: svlandeg <sofie.vanlandeghem@gmail.com>
2020-06-26 19:34:12 +02:00
Ines Montani
8283df80e9 Tidy up and auto-format 2020-06-20 14:15:04 +02:00
svlandeg
eac12cbb77 make dropout in embed layers configurable 2020-06-03 11:50:16 +02:00