Commit Graph

1380 Commits

Author SHA1 Message Date
adrianeboyd
2d17b047e2 Check for is_tagged/is_parsed for Matcher attrs (#4163)
Check for relevant components in the pipeline when Matcher is called,
similar to the checks for PhraseMatcher in #4105.

* keep track of attributes seen in patterns

* when Matcher is called on a Doc, check for is_tagged for LEMMA, TAG,
POS and for is_parsed for DEP
2019-08-21 20:52:36 +02:00
Pavle Vidanović
4fe9329bfb Serbian language code update "rs" -> "sr" (#4159)
* Serbian stopwords added. (cyrillic alphabet)

* spaCy Contribution agreement included.

* Test initialize updated

* Serbian language code update. --bugfix
2019-08-21 19:57:37 +02:00
Matthew Honnibal
bcd08f20af Merge changes from master 2019-08-21 14:18:52 +02:00
adrianeboyd
8fe7bdd0fa Improve token pattern checking without validation (#4105)
* Fix typo in rule-based matching docs

* Improve token pattern checking without validation

Add more detailed token pattern checks without full JSON pattern validation and
provide more detailed error messages.

Addresses #4070 (also related: #4063, #4100).

* Check whether top-level attributes in patterns and attr for PhraseMatcher are
  in token pattern schema

* Check whether attribute value types are supported in general (as opposed to
  per attribute with full validation)

* Report various internal error types (OverflowError, AttributeError, KeyError)
  as ValueError with standard error messages

* Check for tagger/parser in PhraseMatcher pipeline for attributes TAG, POS,
  LEMMA, and DEP

* Add error messages with relevant details on how to use validate=True or nlp()
  instead of nlp.make_doc()

* Support attr=TEXT for PhraseMatcher

* Add NORM to schema

* Expand tests for pattern validation, Matcher, PhraseMatcher, and EntityRuler

* Remove unnecessary .keys()

* Rephrase error messages

* Add another type check to Matcher

Add another type check to Matcher for more understandable error messages
in some rare cases.

* Support phrase_matcher_attr=TEXT for EntityRuler

* Don't use spacy.errors in examples and bin scripts

* Fix error code

* Auto-format

Also try get Azure pipelines to finally start a build :(

* Update errors.py


Co-authored-by: Ines Montani <ines@ines.io>
Co-authored-by: Matthew Honnibal <honnibal+gh@gmail.com>
2019-08-21 14:00:37 +02:00
Ines Montani
f580302673 Tidy up and auto-format 2019-08-20 17:36:34 +02:00
Ines Montani
364aaf5bc2 Simplify test 2019-08-20 16:41:58 +02:00
Sofie Van Landeghem
68ee0384fd Unit test for Issue 3879 (#4153)
* failing unit test for Issue #3879

* mark test as failing
2019-08-20 16:40:25 +02:00
Ines Montani
86cd7f0efd Add regression test for #4120 2019-08-20 16:33:09 +02:00
Ines Montani
cc76a26fe8 Raise error for negative arc indices (closes #3917) 2019-08-20 15:51:37 +02:00
Ines Montani
009280fbc5 Tidy up and auto-format 2019-08-18 15:09:16 +02:00
Ziming He
eea7d4f4a8 biluo_tags_from_offsets throw exception for overlapping entities (#4021)
* Check whether two entities overlap

- biluo_gold_biluo_overlap now throw exception when entities passed in have overlaps
- added unit test

* SCA agreement
2019-08-15 18:13:32 +02:00
AJ Rader
2f3648700c Correction of default lemmatizer lookup in English (Issue # 4104) (#4110)
* pytest file for issue4104 established

* edited default lookup english lemmatizer for spun; fixes issue 4102

* eliminated parameterization and sorted dictionary dependnency in issue 4104 test

* added contributor agreement
2019-08-15 11:39:10 +02:00
Sofie Van Landeghem
0ba1b5eebc CLI scripts for entity linking (wikipedia & generic) (#4091)
* document token ent_kb_id

* document span kb_id

* update pipeline documentation

* prior and context weights as bool's instead

* entitylinker api documentation

* drop for both models

* finish entitylinker documentation

* small fixes

* documentation for KB

* candidate documentation

* links to api pages in code

* small fix

* frequency examples as counts for consistency

* consistent documentation about tensors returned by predict

* add entity linking to usage 101

* add entity linking infobox and KB section to 101

* entity-linking in linguistic features

* small typo corrections

* training example and docs for entity_linker

* predefined nlp and kb

* revert back to similarity encodings for simplicity (for now)

* set prior probabilities to 0 when excluded

* code clean up

* bugfix: deleting kb ID from tokens when entities were removed

* refactor train el example to use either model or vocab

* pretrain_kb example for example kb generation

* add to training docs for KB + EL example scripts

* small fixes

* error numbering

* ensure the language of vocab and nlp stay consistent across serialization

* equality with =

* avoid conflict in errors file

* add error 151

* final adjustements to the train scripts - consistency

* update of goldparse documentation

* small corrections

* push commit

* turn kb_creator into CLI script (wip)

* proper parameters for training entity vectors

* wikidata pipeline split up into two executable scripts

* remove context_width

* move wikidata scripts in bin directory, remove old dummy script

* refine KB script with logs and preprocessing options

* small edits

* small improvements to logging of EL CLI script
2019-08-13 15:38:59 +02:00
Sofie Van Landeghem
963ea5e8d0 Update lemma and vector information after splitting a token (#4097)
* fixing vector and lemma attributes after retokenizer.split

* fixing unit test with mockup tensor

* xp instead of numpy
2019-08-08 15:09:44 +02:00
adrianeboyd
69aca7d839 Add validate option to EntityRuler (#4089)
* Add validate option to EntityRuler

* Add validate to EntityRuler, passed to Matcher and PhraseMatcher

* Add validate to usage and API docs

* Update website/docs/usage/rule-based-matching.md

Co-Authored-By: Ines Montani <ines@ines.io>

* Update website/docs/usage/rule-based-matching.md

Co-Authored-By: Ines Montani <ines@ines.io>
2019-08-07 00:40:53 +02:00
Jeno
15be09ceb0 Raise error if annotation dict in simple training style has unexpected keys #4074 (#4079)
* adding enhancement #4074.

* modified behavior to strictly require top level dictionary keys - issue #4074

* pass expected keys to error message and add links as expected top level key
2019-08-06 11:01:25 +02:00
Sofie Van Landeghem
ad09b0d6f3 fetch norm from lex if necessary for matching (#4080) 2019-08-05 23:51:04 +02:00
Pavle Vidanović
e1a935d71c Stopwords for Serbian language. (#4078)
* Serbian stopwords added. (cyrillic alphabet)

* spaCy Contribution agreement included.

* Test initialize updated
2019-08-05 10:22:27 +02:00
Muhammad Irfan
d1d30b0442 added missing punctuation following conventions. (#4066) 2019-08-04 13:41:18 +02:00
adrianeboyd
925a852bb6 Improve NER per type scoring (#4052)
* Improve NER per type scoring

* include all gold labels in per type scoring, not only when recall > 0
* improve efficiency of per type scoring

* Create Scorer tests, initially with NER tests

* move regression test #3968 (per type NER scoring) to Scorer tests

* add new test for per type NER scoring with imperfect P/R/F and per
type P/R/F including a case where R == 0.0
2019-08-01 17:15:36 +02:00
Sofie Van Landeghem
f7d950de6d ensure the lang of vocab and nlp stay consistent (#4057)
* ensure the language of vocab and nlp stay consistent across serialization

* equality with =
2019-08-01 17:13:01 +02:00
Sofie Van Landeghem
7de3b129ab Resolve edge case when calling textcat.predict with empty doc (#4035)
* resolve edge case where no doc has tokens when calling textcat.predict

* more explicit value test
2019-07-30 14:58:01 +02:00
Ines Montani
fc69da0acb
💫 Support simple training format in nlp.evaluate and add tests (#4033)
* Support simple training format in nlp.evaluate and add tests

* Update docs [ci skip]
2019-07-27 17:30:18 +02:00
Bae Yong-Ju
05fbf5d976 Fix error when Korean text contains regexp special characters. (#4022) 2019-07-25 17:53:33 +02:00
Ines Montani
87fcf3141c
Merge pull request #4003 from svlandeg/feature/nel-fixes
API changes for Entity linking functionality
2019-07-23 23:17:07 +02:00
Sofie Van Landeghem
ba02957c80 Fix dependency copy for as_doc (#3969)
* failing unit test for issue 3962

* attempt to fix Issue #3962

* create artificial unit test example

* using length instead of self.length

* sp

* reformat with black

* find better ancestor within span and use generic 'dep'

* attach to span.root if there is no appropriate ancestor

* comment span text

* clean up ancestor code

* reconstruct dep tree to keep same number of sentences
2019-07-23 18:28:54 +02:00
Ines Montani
a32b033b8c Add regression test for #4002
Test that the PhraseMatcher can match on overwritten NORM attributes.
2019-07-22 14:18:24 +02:00
svlandeg
ad65171837 Merge remote-tracking branch 'upstream/master' into feature/nel-fixes 2019-07-22 13:41:28 +02:00
svlandeg
76184374e2 test corner cases 2019-07-22 13:39:32 +02:00
svlandeg
dae8a21282 rename entity frequency 2019-07-19 17:40:28 +02:00
Falak Asad
ff1e73e35c Bugfix/issue 3968 (#3982)
* Fix for issue-3968

* Added contributor agreement

* Made suggested changes
2019-07-18 00:20:32 +02:00
svlandeg
d833d4c358 fixes in kb and gold 2019-07-17 17:18:26 +02:00
Ines Montani
073013f129 Auto-format [ci skip] 2019-07-17 12:34:13 +02:00
svlandeg
4086c6ff60 get vector functionality + unit test 2019-07-17 12:17:02 +02:00
Ines Montani
62ff128888 Add regression test for #3951 2019-07-16 14:00:00 +02:00
Ines Montani
7f551050b1 Add regression test for #3972 2019-07-16 13:07:35 +02:00
Søren Lind Kristiansen
26aee70d95 Make Danish tokenizer split on forward slash 2019-07-12 15:20:42 +02:00
Sofie Van Landeghem
ed774cb953 Fixing ngram bug (#3953)
* minimal failing example for Issue #3661

* referenced Issue #3661 instead of Issue #3611

* cleanup
2019-07-12 10:01:35 +02:00
Ines Montani
673c864a06
Fix doc.count_by functionality (#3950)
Fix doc.count_by functionality
2019-07-11 13:44:00 +02:00
Ines Montani
2426f4d44c
Fix default punctuation rules for splitting Hindi text (#3948)
Fix default punctuation rules for splitting Hindi text

Co-authored-by: yash <patadiayash@gmail.com>
Co-authored-by: Ines Montani <ines@ines.io>
2019-07-11 13:36:28 +02:00
svlandeg
349107daa3 cleanup 2019-07-11 13:09:22 +02:00
Matthew Honnibal
b40b4c2c31
💫 Fix issue #3839: Incorrect entity IDs from Matcher with operators (#3949)
* Add regression test for issue #3541

* Add comment on bugfix

* Remove incorrect test

* Un-xfail test
2019-07-11 12:55:11 +02:00
Ines Montani
197cfd7ebc Merge branch 'master' into pr/3948 2019-07-11 12:18:31 +02:00
Ines Montani
d166756607 Fix test 2019-07-11 12:16:43 +02:00
Ines Montani
0b8406a05c Tidy up and auto-format 2019-07-11 12:02:25 +02:00
yash
ae2d52e323 Add default encoding utf-8 for test file 2019-07-11 15:26:27 +05:30
yash
d5311b3c42 Add test file for issue (#3625) and spacy contributor agreement 2019-07-11 14:53:14 +05:30
svlandeg
e080412385 tracked the bug down to PreshCounter.inc - still unclear what goes wrong 2019-07-11 01:53:06 +02:00
svlandeg
a89fecce97 failing unit test for issue #3869 2019-07-11 00:43:55 +02:00
Matthew Honnibal
465456edb9 Un-xfail test #3880 2019-07-10 14:01:17 +02:00
Matthew Honnibal
87f7ec34d5 Add test for #3880 2019-07-10 13:53:55 +02:00
Ines Montani
4e04080b76 Only compare sorted patterns in test
Try to work around flaky tests on Python 3.5
2019-07-10 13:00:52 +02:00
Ines Montani
82045aac8a Merge regression tests 2019-07-10 12:49:18 +02:00
Ines Montani
570ab1f481 Fix handling of old entity ruler files
Expected an `entity_ruler.jsonl` file in the top-level model directory, so the path passed to from_disk by default (model path plus componentn name), but with the suffix ".jsonl".
2019-07-10 12:14:12 +02:00
Ines Montani
874d914a44 Tidy up test 2019-07-10 12:13:23 +02:00
Ines Montani
6ba5ddbd5f
Merge pull request #3864 from svlandeg/feature/nel-wiki
Entity linking using Wikipedia & Wikidata
2019-07-10 11:25:41 +02:00
cedar101
58f06e6180 Korean support (#3901)
* start lang/ko

* add test codes

* using natto-py

* add test_ko_tokenizer_full_tags()

* spaCy contributor agreement

* external dependency for ko

* collections.namedtuple for python version < 3.5

* case fix

* tuple unpacking

* add jongseong(final consonant)

* apply mecab option

* Remove Pipfile for now


Co-authored-by: Ines Montani <ines@ines.io>
2019-07-09 22:23:16 +02:00
Ines Montani
f2ea3e3ea2
Merge branch 'master' into feature/nel-wiki 2019-07-09 21:57:47 +02:00
Joshua Smith
2eb925bd05 Added an argument to EntityRuler constructor to pass attrs to… (#3919)
* Perserve flags in EntityRuler

The EntityRuler (explosion/spaCy#3526) does not preserve
overwrite flags (or `ent_id_sep`) when serialized.  This
commit adds support for serialization/deserialization preserving
overwrite and ent_id_sep flags.

* add signed contributor agreement

* flake8 cleanup

mostly blank line issues.

* mark test from the issue as needing a model

The test from the issue needs some language model for serialization
but the test wasn't originally marked correctly.

* Adds `phrase_matcher_attr` to allow args to PhraseMatcher

This is an added arg to pass to the `PhraseMatcher`. For example,
this allows creation of a case insensitive phrase matcher when the
`EntityRuler` is created.  References explosion/spaCy#3822

* remove unneeded model loading

The model didn't need to be loaded, and I replaced it with
a change that doesn't require it (using existings fixtures)

* updated docstring for new argument

* updated docs to reflect new argument to the EntityRuler constructor

* change tempdir handling to be compatible with python 2.7

* return conflicted code to entityruler

Some stuff got cut out because of merge conflicts, this
returns that code for the phrase_matcher_attr.

* fixed typo in the code added back after conflicts

* flake8 compliance

When I deconflicted the branch there were some flake8 issues
introduced. This resolves the spacing problems.

* test changes:  attempts to fix flaky test in python3.5

These tests seem to be alittle flaky in 3.5 so I changed the check to avoid
the comparisons that seem to be fail sometimes.
2019-07-09 20:09:17 +02:00
Joshua Smith
e8420ab2b7 Added support for serializing overwrite and ent_id_sep (#3918)
* Perserve flags in EntityRuler

The EntityRuler (explosion/spaCy#3526) does not preserve
overwrite flags (or `ent_id_sep`) when serialized.  This
commit adds support for serialization/deserialization preserving
overwrite and ent_id_sep flags.

* add signed contributor agreement

* flake8 cleanup

mostly blank line issues.

* mark test from the issue as needing a model

The test from the issue needs some language model for serialization
but the test wasn't originally marked correctly.

* remove unneeded model loading

The model didn't need to be loaded, and I replaced it with
a change that doesn't require it (using existings fixtures)

* change tempdir handling to be compatible with python 2.7

* Adds code to handle item saved before this change.

This code chanes how the save files are handled and how the bytes
are stored as well.  This code adds check to dispatch correctly
if it encounters bytes or files saved in the old format (and tests
for those cases).

* use util function for tempdir management

Updated after PR comments: this code now uses the make_tempdir function from util
instead of doing it by hand.
2019-07-08 17:28:28 +02:00
Rokas Ramanauskas
61ce126d4c Lithuanian language support (#3895)
* initial LT lang support

* Added more stopwords. Started setting up some basic test environment (not complete)

* Initial morph rules for LT lang

* Closes #1 Adds tokenizer exceptions for Lithuanian

* Closes #5 Punctuation rules. Closes #6 Lexical Attributes

* test: add native examples to basic tests

* feat: add tag map for lt lang

* fix: remove undefined tag attribute 'Definite'

* feat: add lemmatizer for lt lang

* refactor: add new instances to lt lang morph rules; use tags from tag map

* refactor: add morph rules to lt lang defaults

* refactor: only keep nouns, verbs, adverbs and adjectives in lt lang lemmatizer lookup

* refactor: add capitalized words to lt lang lemmatizer

* refactor: add more num words to lt lang lex attrs

* refactor: update lt lang stop word set

* refactor: add new instances to lt lang tokenizer exceptions

* refactor: remove comments form lt lang init file

* refactor: use function instead of lambda in lt lex lang getter

* refactor: remove conversion to dict in lt init when dict is already provided

* chore: rename lt 'test_basic' to 'test_text'

* feat: add more lt text tests

* feat: add lemmatizer tests

* refactor: remove unused imports, add newline to end of file

* chore: add contributor agreement

* chore: change 'en' to 'lt' in lt example description

* fix: add missing encoding info

* style: add newline to end of file

* refactor: use python2 compatible syntax

* style: reformat code using black
2019-07-08 10:25:22 +02:00
svlandeg
1c80b85241 fix tests 2019-06-28 08:59:23 +02:00
Ines Montani
6ccdf37574 Exclude user_data when copying doc in displaCy (closes #3882) 2019-06-26 14:37:05 +02:00
svlandeg
8608685543 ensure Span.as_doc keeps the entity links + unit test 2019-06-25 15:28:51 +02:00
svlandeg
ddc73b11a9 fix unicode literals 2019-06-24 12:58:18 +02:00
svlandeg
b76a43bee4 unicode strings 2019-06-19 13:26:33 +02:00
svlandeg
0b0959b363 UTF8 encoding 2019-06-19 13:11:39 +02:00
svlandeg
791327e3c5 Merge remote-tracking branch 'upstream/master' into feature/nel-wiki 2019-06-19 09:44:05 +02:00
Kabir Khan
1e19f34e29 Add optional id property to EntityRuler patterns (#3591)
* Adding support for entity_id in EntityRuler pipeline component

* Adding Spacy Contributor aggreement

* Updating EntityRuler to use string.format instead of f strings

* Update Entity Ruler to support an 'id' attribute per pattern that explicitly identifies an entity.

* Fixing tests

* Remove custom extension entity_id and use built in ent_id token attribute.

* Changing entity_id to ent_id for consistent naming

* entity_ids => ent_ids

* Removing kb, cleaning up tests, making util functions private, use rsplit instead of split
2019-06-16 13:29:04 +02:00
Suraj Rajan
46c78d0a41 Dependency tree pattern matcher (#3465)
* Functional dependency tree pattern matcher

* Tests fail due to inconsistent behaviour

* Renamed dependencymatcher and added optimizations
2019-06-16 13:25:32 +02:00
BreakBB
d8573ee715 Update error raising for CLI pretrain to fix #3840 (#3843)
* Add check for empty input file to CLI pretrain

* Raise error if JSONL is not a dict or contains neither `tokens` nor `text` key

* Skip empty values for correct pretrain keys and log a counter as warning

* Add tests for CLI pretrain core function make_docs.

* Add a short hint for the `tokens` key to the CLI pretrain docs

* Add success message to CLI pretrain

* Update model loading to fix the tests

* Skip empty values and do not create docs out of it
2019-06-16 13:22:57 +02:00
Ines Montani
f35ce09776 Add regression test for #3839 2019-06-12 13:38:30 +02:00
Ines Montani
aae9034492 Tidy up [ci skip] 2019-06-12 13:38:23 +02:00
svlandeg
5c723c32c3 entity vectors in the KB + serialization of them 2019-06-05 18:29:18 +02:00
svlandeg
d83a1e3052 Merge branch 'master' into feature/nel-wiki 2019-06-03 09:35:10 +02:00
Germán
86eb817b74 Overwrites default getter for like_num in Spanish by adding _num_words and like_num to lex_attrs.py (#3810) (closes #3803))
* (#3803) Spanish like_num returning false for number-like token

* (#3803) Spanish like_num now returning True for number-like token
2019-06-02 12:22:57 +02:00
BreakBB
ed18a6efbd Add check for callable to 'Language.replace_pipe' to fix #3737 (#3741) 2019-05-14 16:59:31 +02:00
Ines Montani
8baff1c7c0
💫 Improve introspection of custom extension attributes (#3729)
* Add custom __dir__ to Underscore (see #3707)

* Make sure custom extension methods keep their docstrings (see #3707)

* Improve tests

* Prepend note on partial to docstring (see #3707)

* Remove print statement

* Handle cases where docstring is None
2019-05-12 00:53:11 +02:00
Ines Montani
505c9e0e19 Add util.filter_spans helper (#3686) 2019-05-08 02:33:40 +02:00
svlandeg
19e8f339cb deduce entity freq from WP corpus and serialize vocab in WP test 2019-04-29 17:37:29 +02:00
svlandeg
387263d618 simplify chains 2019-04-29 13:58:07 +02:00
svlandeg
54d0cea062 unit test for KB serialization 2019-04-24 23:52:34 +02:00
BreakBB
5b8dbe4975 Fix symlink creation to show error message on failure (#3589) (resolves #3307))
* Fix symlink creation to show error message on failure. Update tests to reflect those changes.

* Fix test to succeed on non windows systems.
2019-04-16 11:58:31 +02:00
svlandeg
9a7d534b1b enable nogil for cython functions in kb.pxd 2019-04-10 17:25:10 +02:00
Ines Montani
4d198a7e92 Ensure match pattern error isn't raised on empty errors (closes #3549) 2019-04-09 12:50:43 +02:00
Ines Montani
145c0b7e88 Tidy up and auto-format 2019-04-09 11:40:19 +02:00
Ines Montani
5f005adf61 Add xfailing test for #3555 2019-04-09 11:07:14 +02:00
Ines Montani
4faf62d515
Merge pull request #3530 from svlandeg/fix/issue_3521
Allow English stopwords with any type of apostrophe
2019-04-03 14:14:03 +02:00
Yves Peirsman
951825532c Improved Dutch language resources and Dutch lemmatization (#3409)
* Improved Dutch language resources and Dutch lemmatization

* Fix conftest

* Update punctuation.py

* Auto-format

* Format and fix tests

* Remove unused test file

* Re-add deleted test

* removed redundant infix regex pattern for ','; note: brackets + simple hyphen remains

* Cleaner lemmatization files
2019-04-03 14:13:26 +02:00
svlandeg
4ff786e113 addressed all comments by Ines 2019-04-03 13:50:33 +02:00
Ines Montani
6a4575a56c Don't make "settings" or "title" required in displaCy data (closes #3531) 2019-04-03 10:13:16 +02:00
svlandeg
85b4319f33 specify encoding in files 2019-04-02 15:05:31 +02:00
svlandeg
673c81bbb4 unicode string for python 2.7 2019-04-02 13:52:07 +02:00
svlandeg
eca9cc5417 fixing Issue #3521 by adding all hyphen variants for each stopword 2019-04-02 13:24:59 +02:00
svlandeg
e7062cf699 failing test for Issue #3521 2019-04-02 13:15:35 +02:00
svlandeg
1424b12b09 failing test for Issue #3449 2019-04-02 13:06:37 +02:00
Ines Montani
c23e234d65 Auto-format 2019-04-01 12:11:27 +02:00
Ines Montani
68900066e0
Merge pull request #3459 from svlandeg/feature/el-framework
Basic framework and APIs for entity linker
2019-03-29 14:02:22 +01:00
Hiromu Hota
914b9ff3d2 Tags are joined with a comma and padded with asterisks (#3491)
<!--- Provide a general summary of your changes in the title. -->

## Description
<!--- Use this section to describe your changes. If your changes required
testing, include information about the testing environment and the tests you
ran. If your test fixes a bug reported in an issue, don't forget to include the
issue number. If your PR is still a work in progress, that's totally fine – just
include a note to let us know. -->

Fix a bug in the test of JapaneseTokenizer.
This PR may require @polm's review.

### Types of change
<!-- What type of change does your PR cover? Is it a bug fix, an enhancement
or new feature, or a change to the documentation? -->

Bug fix

## 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.
2019-03-28 16:17:31 +01:00
Samuel Kane
06a1846379 fix(util): fix decaying function output (#3495)
* fix(util): fix decaying function output

* fix(util): better test and adhere to code standards

* fix(util): correct variable name, pytestify test, update website text
2019-03-28 13:24:47 +01:00