Commit Graph

420 Commits

Author SHA1 Message Date
Ines Montani
45f13cbf64
Merge pull request #5916 from explosion/feature/new-thinc-config 2020-08-16 15:24:12 +02:00
Ines Montani
8128e5eb35 Replace lexeme_norm warning with logging 2020-08-14 15:00:52 +02:00
Ines Montani
37814b608d Remove env_opt and simplfy default Optimizer 2020-08-14 14:59:54 +02:00
Ines Montani
67cc39af7f Update Thinc and include section order 2020-08-14 14:06:22 +02:00
Ines Montani
88b0a96801 Update for new Thinc and adjust config 2020-08-13 17:38:30 +02:00
Ines Montani
913d21f0a3
Merge pull request #5882 from explosion/feature/raise-from
Use "raise ... from" in custom errors for better tracebacks
2020-08-06 00:35:26 +02:00
Ines Montani
d92954ac1d
Merge pull request #5881 from explosion/feature/better-error-model-shortcuts 2020-08-06 00:13:35 +02:00
Ines Montani
56c17973aa Use "raise ... from" in custom errors for better tracebacks 2020-08-05 23:53:21 +02:00
Ines Montani
5cc0d89fad
Simplify config overrides in CLI and deserialization (#5880) 2020-08-05 23:35:09 +02:00
Ines Montani
2a1fa86a0d Add better error for failed model shortcut loading 2020-08-05 23:10:29 +02:00
Ines Montani
823e533dc1
Add config callbacks for modifying nlp object before and after init (#5866)
* WIP: Concept for modifying nlp object before and after init

* Make callbacks return nlp object

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>

* Raise if callbacks don't return correct type

* Rename, update types, add after_pipeline_creation

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2020-08-05 19:47:54 +02:00
Ines Montani
e68459296d Tidy up and auto-format 2020-08-05 16:00:59 +02:00
Ines Montani
b795f02fbd
Allow adding pipeline components from source model (#5857)
* Allow adding pipeline components from source model

* Config: name -> component

* Improve error messages

* Fix error and test

* Add frozen components and exclude logic

* Remove exclude from Language.evaluate

* Init sourced components with current vocab

* Fix error codes
2020-08-04 23:39:19 +02:00
Matthew Honnibal
ecb3c4e8f4
Create corpus iterator and batcher from registry during training (#5865)
* Move batchers into their own module (and registry)

* Update CLI

* Update Corpus and batcher

* Update tests

* Update one config

* Merge 'evaluation' block back under [training]

* Import batchers in gold __init__

* Fix batchers

* Update config

* Update schema

* Update util

* Don't assume train and dev are actually paths

* Update onto-joint config

* Fix missing import

* Format

* Format

* Update spacy/gold/corpus.py

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

* Fix name

* Update default config

* Fix get_length option in batchers

* Update test

* Add comment

* Pass path into Corpus

* Update docstring

* Update schema and configs

* Update config

* Fix test

* Fix paths

* Fix print

* Fix create_train_batches

* [training.read_train] -> [training.train_corpus]

* Update onto-joint config

Co-authored-by: Ines Montani <ines@ines.io>
2020-08-04 15:09:37 +02:00
Ines Montani
e9e8fa2466 Update docs and types 2020-07-31 17:02:54 +02:00
Matthew Honnibal
1784c95827 Clean up link_vectors_to_models unused stuff 2020-07-29 14:01:11 +02:00
Matthew Honnibal
0c17ea4c85 Format 2020-07-29 14:00:13 +02:00
Matthew Honnibal
7852a68a75 Fix load_vectors_into_model function 2020-07-29 14:00:13 +02:00
Matthew Honnibal
df95e2af64 Add load_vectors_into_model util 2020-07-29 14:00:12 +02:00
Matthew Honnibal
acc64e138a Add import 2020-07-29 14:00:11 +02:00
Matthew Honnibal
cb9654e98c WIP on new StaticVectors 2020-07-29 14:00:09 +02:00
Ines Montani
ba22111ff4 Move error to Errors 2020-07-28 16:24:14 +02:00
Ines Montani
b83ead5bf5
Merge pull request #5824 from svlandeg/fix/textcat-v3 2020-07-28 15:04:25 +02:00
Ines Montani
ae4d8a6ffd Update docstrings, docs and pipe consistency 2020-07-28 13:37:31 +02:00
svlandeg
61068e0fb1 util function dot_to_object and corresponding unit test 2020-07-27 17:50:12 +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
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
2470486543 Allow pipeline components to set default scores and weights 2020-07-26 13:18:43 +02:00
Ines Montani
e92df281ce Tidy up, autoformat, add types 2020-07-25 15:01:15 +02:00
Ines Montani
c003d26b94 Tidy up 2020-07-25 12:21:37 +02:00
Ines Montani
8d9d28eb8b Re-add setting for vocab data and tidy up 2020-07-25 12:14:28 +02:00
Ines Montani
b9aaa4e457 Improve vocab data integration and warning 2020-07-25 11:51:30 +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
Ines Montani
644074b954 Merge branch 'develop' into master-tmp 2020-07-20 14:58:04 +02:00
Ines Montani
872938ec76
Merge pull request #5747 from explosion/feature/refactor-config-args 2020-07-14 00:00:22 +02:00
Ines Montani
5f6f4ff594 Remove object subclassing 2020-07-12 14:03:23 +02:00
Ines Montani
8a67ddd6f1 Remove unused import 2020-07-12 12:32:24 +02:00
Ines Montani
a3667394b4 Integrate with latest Thinc and config overrides 2020-07-10 19:47:05 +02:00
Ines Montani
240e0a62ca Update with WIP 2020-07-10 13:31:27 +02:00
Ines Montani
a60562f208
Update project CLI hashes, directories, skipping (#5741)
* Update project CLI hashes, directories, skipping

* Improve clone success message

* Remove unused context args

* Move project-specific utils to project utils

The hashing/checksum functions may not end up being general-purpose functions and are more designed for the projects, so they shouldn't live in spacy.util

* Improve run help and add workflows

* Add note re: directory checksum speed

* Fix cloning from subdirectories and output messages

* Remove hard-coded dirs
2020-07-09 23:51:18 +02:00
Matthw Honnibal
7010f1a2be Merge branch 'develop' of https://github.com/explosion/spaCy into develop 2020-07-09 19:34:11 +02:00
Matthw Honnibal
3a7f275c02 Add extra batch util 2020-07-09 14:38:41 +02:00
Ines Montani
8f9552d9e7
Refactor project CLI (#5732)
* Make project command a submodule

* Update with WIP

* Add helper for joining commands

* Update docstrins, formatting and types

* Update assets and add support for copying local files

* Fix type

* Update success messages
2020-07-09 01:42:51 +02:00
Ines Montani
412dbb1f38
Remove dead and/or deprecated code (#5710)
* Remove dead and/or deprecated code

* Remove n_threads

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2020-07-06 13:06:25 +02:00
svlandeg
60f97bc519 add custom warning when run_command fails 2020-06-30 17:28:43 +02:00
Ines Montani
8e20505970 Resolve within working_dir context manager 2020-06-30 13:29:45 +02:00
Ines Montani
c5e31acb06 Make working_dir yield absolute cwd path 2020-06-30 13:17:14 +02:00
Ines Montani
3aca404735 Make run_command take string and list 2020-06-30 13:17:00 +02:00
Ines Montani
7584fdafec Fix typo 2020-06-30 12:59:13 +02:00
svlandeg
140c4896a0 split_command util function 2020-06-30 12:54:15 +02:00
svlandeg
ff233d5743 print details on error msg (e.g. PermissionError on specific file) 2020-06-29 18:22:33 +02:00
svlandeg
894b8e7ff6 throw warning (instead of crashing) when temp dir can't be cleaned 2020-06-29 18:16:39 +02:00
Ines Montani
2f6ee0d018 Tidy up, document and add custom clone logic 2020-06-28 15:08:35 +02:00
Ines Montani
7a0fe50610 Merge branch 'develop' into feature/project-cli 2020-06-27 13:03:03 +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
Adriane Boyd
6fe6e761de
Skip vocab in component config overrides (#5624) 2020-06-23 23:21:11 +02:00
Ines Montani
2ad7a02400 Merge branch 'develop' into feature/project-cli 2020-06-22 15:33:11 +02:00
Ines Montani
83b4aa05c9
Merge pull request #5626 from explosion/feature/typer 2020-06-22 06:29:03 -07:00
Ines Montani
a6b76440b7 Update project CLI 2020-06-22 14:53:31 +02:00
Ines Montani
275bab62df Refactor CLI 2020-06-21 21:35:01 +02:00
Ines Montani
52728d8fa3 Merge branch 'develop' into master-tmp 2020-06-20 15:52:00 +02:00
Ines Montani
8283df80e9 Tidy up and auto-format 2020-06-20 14:15:04 +02:00
Sofie Van Landeghem
c0f4a1e43b
train is from-config by default (#5575)
* verbose and tag_map options

* adding init_tok2vec option and only changing the tok2vec that is specified

* adding omit_extra_lookups and verifying textcat config

* wip

* pretrain bugfix

* add replace and resume options

* train_textcat fix

* raw text functionality

* improve UX when KeyError or when input data can't be parsed

* avoid unnecessary access to goldparse in TextCat pipe

* save performance information in nlp.meta

* add noise_level to config

* move nn_parser's defaults to config file

* multitask in config - doesn't work yet

* scorer offering both F and AUC options, need to be specified in config

* add textcat verification code from old train script

* small fixes to config files

* clean up

* set default config for ner/parser to allow create_pipe to work as before

* two more test fixes

* small fixes

* cleanup

* fix NER pickling + additional unit test

* create_pipe as before
2020-06-12 02:02:07 +02:00
Ines Montani
d93cbeb14f
Add warning for loose version constraints (#5536)
* Add warning for loose version constraints

* Update wording [ci skip]

* Tweak error message

Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2020-06-05 12:42:15 +02:00
Ines Montani
810fce3bb1 Merge branch 'develop' into master-tmp 2020-06-03 14:36:59 +02:00
svlandeg
aa6271b16c extending algorithm to deal better with edge cases 2020-06-02 22:05:08 +02:00
svlandeg
f2e162fc60 it's only oversized if the tolerance level is also exceeded 2020-06-02 19:59:04 +02:00
svlandeg
ef834b4cd7 fix comments 2020-06-02 19:50:44 +02:00
svlandeg
6208d322d3 slightly more challenging unit test 2020-06-02 19:47:30 +02:00
svlandeg
6651fafd5c using overflow buffer for examples within the tolerance margin 2020-06-02 19:43:39 +02:00
svlandeg
5b350a6c99 bugfix of the bugfix 2020-06-02 17:49:33 +02:00
Adriane Boyd
75f08ad62d Remove unnecessary check 2020-06-02 17:41:25 +02:00
Adriane Boyd
bbc1836581 Add rudimentary version checks on model load 2020-06-02 17:33:48 +02:00
svlandeg
fdfd822936 rewrite minibatch_by_words function 2020-06-02 15:22:54 +02:00
svlandeg
ec52e7f886 add oversize examples before StopIteration returns 2020-06-02 13:21:55 +02:00
Ines Montani
dc186afdc5 Add warning 2020-05-30 15:34:54 +02:00
Ines Montani
b7aff6020c Make functions more general purpose and update docstrings and tests 2020-05-30 15:18:53 +02:00
Ines Montani
e47e5a4b10 Use more sophisticated version parsing logic 2020-05-30 15:01:58 +02:00
Ines Montani
4fd087572a WIP: improve model version deps 2020-05-28 12:51:37 +02:00
Ines Montani
1a15896ba9 unicode -> str consistency [ci skip] 2020-05-24 18:51:10 +02:00
Ines Montani
5d3806e059 unicode -> str consistency 2020-05-24 17:20:58 +02:00
Ines Montani
f9786d765e Simplify is_package check 2020-05-24 14:48:56 +02:00
Ines Montani
6e6db6afb6 Better model compatibility and validation 2020-05-22 15:42:46 +02:00
Ines Montani
cb02bff0eb Add blank:{lang} shortcut to util.load_mode 2020-05-21 20:24:07 +02:00
Ines Montani
24f72c669c Merge branch 'develop' into master-tmp 2020-05-21 18:39:06 +02:00
Ines Montani
d8f3190c0a Tidy up and auto-format 2020-05-21 14:14:01 +02:00
Matthw Honnibal
24efd54a42 Merge from develop 2020-05-20 12:27:31 +02:00
Sofie Van Landeghem
7f5715a081
Various fixes to NEL functionality, Example class etc (#5460)
* setting KB in the EL constructor, similar to how the model is passed on

* removing wikipedia example files - moved to projects

* throw an error when nlp.update is called with 2 positional arguments

* rewriting the config logic in create pipe to accomodate for other objects (e.g. KB) in the config

* update config files with new parameters

* avoid training pipeline components that don't have a model (like sentencizer)

* various small fixes + UX improvements

* small fixes

* set thinc to 8.0.0a9 everywhere

* remove outdated comment
2020-05-20 11:41:12 +02:00
Matthew Honnibal
333b1a308b
Adapt parser and NER for transformers (#5449)
* Draft layer for BILUO actions

* Fixes to biluo layer

* WIP on BILUO layer

* Add tests for BILUO layer

* Format

* Fix transitions

* Update test

* Link in the simple_ner

* Update BILUO tagger

* Update __init__

* Import simple_ner

* Update test

* Import

* Add files

* Add config

* Fix label passing for BILUO and tagger

* Fix label handling for simple_ner component

* Update simple NER test

* Update config

* Hack train script

* Update BILUO layer

* Fix SimpleNER component

* Update train_from_config

* Add biluo_to_iob helper

* Add IOB layer

* Add IOBTagger model

* Update biluo layer

* Update SimpleNER tagger

* Update BILUO

* Read random seed in train-from-config

* Update use of normal_init

* Fix normalization of gradient in SimpleNER

* Update IOBTagger

* Remove print

* Tweak masking in BILUO

* Add dropout in SimpleNER

* Update thinc

* Tidy up simple_ner

* Fix biluo model

* Unhack train-from-config

* Update setup.cfg and requirements

* Add tb_framework.py for parser model

* Try to avoid memory leak in BILUO

* Move ParserModel into spacy.ml, avoid need for subclass.

* Use updated parser model

* Remove incorrect call to model.initializre in PrecomputableAffine

* Update parser model

* Avoid divide by zero in tagger

* Add extra dropout layer in tagger

* Refine minibatch_by_words function to avoid oom

* Fix parser model after refactor

* Try to avoid div-by-zero in SimpleNER

* Fix infinite loop in minibatch_by_words

* Use SequenceCategoricalCrossentropy in Tagger

* Fix parser model when hidden layer

* Remove extra dropout from tagger

* Add extra nan check in tagger

* Fix thinc version

* Update tests and imports

* Fix test

* Update test

* Update tests

* Fix tests

* Fix test

Co-authored-by: Ines Montani <ines@ines.io>
2020-05-18 22:23:33 +02:00
Matthew Honnibal
eb117e2fce Add load_config_from_str helper 2020-05-02 14:09:21 +02:00
Sofie Van Landeghem
cfdaf99b80
Fix passing of component configuration (#5374)
* add kwargs to to_disk methods in docs - otherwise crashes on 'exclude' argument

* add fix and test for Issue 5137
2020-04-29 12:56:17 +02:00
adrianeboyd
d5f18f8307
Add missing import 2020-04-28 14:01:29 +02:00
Adriane Boyd
bc39f97e11 Simplify warnings 2020-04-28 13:37:37 +02:00
adrianeboyd
84e06f9fb7
Improve GoldParse NER alignment (#5335)
Improve GoldParse NER alignment by including all cases where the start
and end of the NER span can be aligned, regardless of internal
tokenization differences.

To do this, convert BILUO tags to character offsets, check start/end
alignment with `doc.char_span()`, and assign the BILUO tags for the
aligned spans. Alignment for `O/-` tags is handled through the
one-to-one and multi alignments.
2020-04-23 16:58:23 +02:00
Matthew Honnibal
6918d99b6c
Improve GPU usage for train-with-config (#5330)
* Adjust for no ops in Optimizer

* Fix gpu in train-from-config

* Update train-from-config script

* Fix parser

* Fix GPU efficiency of padding backprop
2020-04-20 22:06:28 +02:00
adrianeboyd
98c59027ed
Use max(uint64) for OOV lexeme rank (#5303)
* Use max(uint64) for OOV lexeme rank

* Add test for default OOV rank

* Revert back to thinc==7.4.0

Requiring the updated version of thinc was unnecessary.

* Define OOV_RANK in one place

Define OOV_RANK in one place in `util`.

* Fix formatting [ci skip]

* Switch to external definitions of max(uint64)

Switch to external defintions of max(uint64) and confirm that they are
equal.
2020-04-15 13:49:47 +02:00
adrianeboyd
3d2c308906
Add Doc init from list of words and text (#5251)
* Add Doc init from list of words and text

Add an option to initialize a `Doc` from a text and list of words where
the words may or may not include all whitespace tokens. If the text and
words are mismatched, raise an error.

* Fix error code

* Remove all whitespace before aligning words/text

* Move words/text init to util function

* Update error message

* Rename to get_words_and_spaces

* Fix formatting
2020-04-14 19:15:52 +02:00
Sofie Van Landeghem
b2e93be867
Optimizer defaults (#5244)
* set optimizer defaults to mimic thinc 7 + bump to dev6

* larger error range for senter overfitting test
2020-04-03 13:02:46 +02:00
Sofie Van Landeghem
5847be6022
Tok2Vec: extract-embed-encode (#5102)
* avoid changing original config

* fix elif structure, batch with just int crashes otherwise

* tok2vec example with doc2feats, encode and embed architectures

* further clean up MultiHashEmbed

* further generalize Tok2Vec to work with extract-embed-encode parts

* avoid initializing the charembed layer with Docs (for now ?)

* small fixes for bilstm config (still does not run)

* rename to core layer

* move new configs

* walk model to set nI instead of using core ref

* fix senter overfitting test to be more similar to the training data (avoid flakey behaviour)
2020-03-08 13:23:18 +01:00
Ines Montani
37691e6d5d Simplify warnings 2020-02-28 12:20:23 +01:00