Amit Chaudhary 
							
						 
					 
					
						
						
						
						
							
						
						
							167d63af31 
							
						 
					 
					
						
						
							
							Fix broken link to Dive Into Python 3 website ( #3656 )  
						
						... 
						
						
						
						* Fix broken link to Dive Into Python 3 website
* Sign spaCy Contributor Agreement 
						
					 
					
						2019-04-29 19:44:00 +02:00 
						 
				 
			
				
					
						
							
							
								Ivan Tham 
							
						 
					 
					
						
						
						
						
							
						
						
							fa94f83697 
							
						 
					 
					
						
						
							
							Improve redundant variable name ( #3643 )  
						
						... 
						
						
						
						* Improve redundant variable name
* Apply suggestions from code review
Co-Authored-By: pickfire <pickfire@riseup.net> 
						
					 
					
						2019-04-26 16:50:14 +02:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							0dce4585b1 
							
						 
					 
					
						
						
							
							Add course to 101  
						
						
						
					 
					
						2019-04-19 15:59:51 +02:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							38395d9518 
							
						 
					 
					
						
						
							
							Merge branch 'spacy.io'  
						
						
						
					 
					
						2019-04-19 15:26:20 +02:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							7ac5bb0a7b 
							
						 
					 
					
						
						
							
							Update landing and feature overview  
						
						
						
					 
					
						2019-04-19 15:23:08 +02:00 
						 
				 
			
				
					
						
							
							
								fizban99 
							
						 
					 
					
						
						
						
						
							
						
						
							f2f2df6e78 
							
						 
					 
					
						
						
							
							entity types for colors should be in uppercase ( #3599 )  
						
						... 
						
						
						
						although the text indicates the entity types should be in lowercase, the sample code shows uppercase, which is the correct format. 
						
					 
					
						2019-04-17 11:22:56 +02:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							9e7deeaf48 
							
						 
					 
					
						
						
							
							Remove Datacamp  
						
						
						
					 
					
						2019-04-13 17:46:32 +02:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							2f0f439c54 
							
						 
					 
					
						
						
							
							Remove non-existent example ( closes   #3533 )  
						
						
						
					 
					
						2019-04-03 09:59:17 +02:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							200d8bdb3c 
							
						 
					 
					
						
						
							
							Merge branch 'spacy.io' [ci skip]  
						
						
						
					 
					
						2019-03-23 16:46:34 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							06bf130890 
							
						 
					 
					
						
						
							
							💫  Add better and serializable sentencizer ( #3471 )  
						
						... 
						
						
						
						* Add better serializable sentencizer component
* Replace default factory
* Add tests
* Tidy up
* Pass test
* Update docs 
						
					 
					
						2019-03-23 15:45:02 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							b532386a60 
							
						 
					 
					
						
						
							
							Fix typo [ci skip]  
						
						
						
					 
					
						2019-03-22 18:36:17 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							5073ce63fd 
							
						 
					 
					
						
						
							
							Merge branch 'spacy.io' [ci skip]  
						
						
						
					 
					
						2019-03-22 15:17:11 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							0712efc6b3 
							
						 
					 
					
						
						
							
							Update version requirements [ci skip]  
						
						
						
					 
					
						2019-03-21 10:23:54 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							d4eed4a84f 
							
						 
					 
					
						
						
							
							Add note on unicode build to troubleshooting guide (see  #3421 ) [ci skip]  
						
						
						
					 
					
						2019-03-19 10:27:02 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							a611b32fbf 
							
						 
					 
					
						
						
							
							Update model docs [ci skip]  
						
						
						
					 
					
						2019-03-17 11:48:18 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							cbcba699dd 
							
						 
					 
					
						
						
							
							Fix missing ids  
						
						
						
					 
					
						2019-03-14 17:56:53 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							4cfe4aa224 
							
						 
					 
					
						
						
							
							Fix small issues in the docs [ci skip]  
						
						
						
					 
					
						2019-03-12 22:57:15 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							ba7eb2d131 
							
						 
					 
					
						
						
							
							Update section [ci skip]  
						
						
						
					 
					
						2019-03-12 16:18:34 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							cecc31b765 
							
						 
					 
					
						
						
							
							Don't auto-slugify accordion links [ci skip]  
						
						
						
					 
					
						2019-03-12 15:30:49 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							72fb324d95 
							
						 
					 
					
						
						
							
							Add vector training script to bin [ci skip]  
						
						
						
					 
					
						2019-03-12 12:07:56 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							3abf0e6b9f 
							
						 
					 
					
						
						
							
							Replace dev-resources links with real examples  
						
						
						
					 
					
						2019-03-12 12:07:40 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							59c0620487 
							
						 
					 
					
						
						
							
							Auto-format  
						
						
						
					 
					
						2019-03-12 12:07:11 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							7c05ca01e8 
							
						 
					 
					
						
						
							
							💫  Support mutable default values for extension attributes ( #3389 )  
						
						... 
						
						
						
						* Support mutable default values in extensions
* Update documentation 
						
					 
					
						2019-03-11 12:50:44 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							8dbf1e9037 
							
						 
					 
					
						
						
							
							Also  fix   #3387  on develop  
						
						
						
					 
					
						2019-03-10 23:36:28 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							9a8f169e5c 
							
						 
					 
					
						
						
							
							Update v2-1.md  
						
						
						
					 
					
						2019-03-10 18:58:51 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							296446a1c8 
							
						 
					 
					
						
						
							
							Tidy up and improve docs and docstrings ( #3370 )  
						
						... 
						
						
						
						<!--- Provide a general summary of your changes in the title. -->
## Description
* tidy up and adjust Cython code to code style
* improve docstrings and make calling `help()` nicer
* add URLs to new docs pages to docstrings wherever possible, mostly to user-facing objects
* fix various typos and inconsistencies in docs
### Types of change
enhancement, docs
## 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. 
						
					 
					
						2019-03-08 11:42:26 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							48a206a95f 
							
						 
					 
					
						
						
							
							Fix displaCy visualizations in docs ( closes   #3357 ) [ci skip]  
						
						
						
					 
					
						2019-03-06 13:20:44 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							c478a2ccb6 
							
						 
					 
					
						
						
							
							Update backwards incompat [ci skip]  
						
						
						
					 
					
						2019-02-27 11:56:56 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							1b6238101a 
							
						 
					 
					
						
						
							
							Add table explaining training metrics [ closes   #2644 ]  
						
						
						
					 
					
						2019-02-25 10:03:43 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							62b558ab72 
							
						 
					 
					
						
						
							
							💫  Support lexical attributes in retokenizer attrs ( closes   #2390 ) ( #3325 )  
						
						... 
						
						
						
						* Fix formatting and whitespace
* Add support for lexical attributes (closes  #2390 )
* Document lexical attribute setting during retokenization
* Assign variable oputside of nested loop 
						
					 
					
						2019-02-24 21:13:51 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							aa52305461 
							
						 
					 
					
						
						
							
							Improve pipeline model and meta example [ci skip]  
						
						
						
					 
					
						2019-02-24 18:45:39 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							df19e2bff6 
							
						 
					 
					
						
						
							
							💫  Allow setting of custom attributes during retokenization ( closes   #3314 ) ( #3324 )  
						
						... 
						
						
						
						<!--- Provide a general summary of your changes in the title. -->
## Description
This PR adds the abilility to override custom extension attributes during merging. This will only work for attributes that are writable, i.e. attributes registered with a default value like `default=False` or attribute that have both a getter *and* a setter implemented.
```python
Token.set_extension('is_musician', default=False)
doc = nlp("I like David Bowie.")
with doc.retokenize() as retokenizer:
    attrs = {"LEMMA": "David Bowie", "_": {"is_musician": True}}
    retokenizer.merge(doc[2:4], attrs=attrs)
assert doc[2].text == "David Bowie"
assert doc[2].lemma_ == "David Bowie"
assert doc[2]._.is_musician
```
### 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. 
						
					 
					
						2019-02-24 18:38:47 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							403b9cd58b 
							
						 
					 
					
						
						
							
							Add docs on adding to existing tokenizer rules [ci skip]  
						
						
						
					 
					
						2019-02-24 18:35:19 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							383e2e1f12 
							
						 
					 
					
						
						
							
							Update Python versions [ci skip]  
						
						
						
					 
					
						2019-02-24 11:49:45 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							b624cb4b89 
							
						 
					 
					
						
						
							
							Update v2-1.md  
						
						
						
					 
					
						2019-02-24 11:49:27 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							0fc908d7a5 
							
						 
					 
					
						
						
							
							Add note on merging speed in v2.1 (see  #3300 ) [ci skip]  
						
						
						
					 
					
						2019-02-21 12:34:18 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							236aa94ded 
							
						 
					 
					
						
						
							
							Update v2-1.md  
						
						
						
					 
					
						2019-02-21 12:33:56 +01:00 
						 
				 
			
				
					
						
							
							
								Sofie 
							
						 
					 
					
						
						
						
						
							
						
						
							9a478b6db8 
							
						 
					 
					
						
						
							
							Clean up of char classes, few tokenizer fixes and faster default French tokenizer ( #3293 )  
						
						... 
						
						
						
						* splitting up latin unicode interval
* removing hyphen as infix for French
* adding failing test for issue 1235
* test for issue #3002  which now works
* partial fix for issue #2070 
* keep the hyphen as infix for French (as it was)
* restore french expressions with hyphen as infix (as it was)
* added succeeding unit test for Issue #2656 
* Fix issue #2822  with custom Italian exception
* Fix issue #2926  by allowing numbers right before infix /
* splitting up latin unicode interval
* removing hyphen as infix for French
* adding failing test for issue 1235
* test for issue #3002  which now works
* partial fix for issue #2070 
* keep the hyphen as infix for French (as it was)
* restore french expressions with hyphen as infix (as it was)
* added succeeding unit test for Issue #2656 
* Fix issue #2822  with custom Italian exception
* Fix issue #2926  by allowing numbers right before infix /
* remove duplicate
* remove xfail for Issue #2179  fixed by Matt
* adjust documentation and remove reference to regex lib 
						
					 
					
						2019-02-20 22:10:13 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							57ae71ea95 
							
						 
					 
					
						
						
							
							Add docs on serializing the pipeline (see  #3289 ) [ci skip]  
						
						
						
					 
					
						2019-02-18 14:13:29 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							38e4422c0d 
							
						 
					 
					
						
						
							
							Improve matcher example ( resolves   #3287 )  
						
						
						
					 
					
						2019-02-18 13:26:37 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							660cfe44c5 
							
						 
					 
					
						
						
							
							Fix formatting  
						
						
						
					 
					
						2019-02-18 13:26:22 +01:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							212ff359ef 
							
						 
					 
					
						
						
							
							Fix links [ci skip]  
						
						
						
					 
					
						2019-02-17 22:25:50 +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 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							3f4fd2c5d5 
							
						 
					 
					
						
						
							
							Update usage documentation  
						
						
						
					 
					
						2017-10-03 14:26:20 +02:00 
						 
				 
			
				
					
						
							
							
								Reza Gharibi 
							
						 
					 
					
						
						
						
						
							
						
						
							0461b82158 
							
						 
					 
					
						
						
							
							Fix typos  
						
						
						
					 
					
						2017-09-27 03:56:20 +03:30 
						 
				 
			
				
					
						
							
							
								Reza Gharibi 
							
						 
					 
					
						
						
						
						
							
						
						
							fa1844b132 
							
						 
					 
					
						
						
							
							Fix typo  
						
						
						
					 
					
						2017-09-27 03:55:54 +03:30 
						 
				 
			
				
					
						
							
							
								Reza Gharibi 
							
						 
					 
					
						
						
						
						
							
						
						
							b5dd7e7cc4 
							
						 
					 
					
						
						
							
							Fix typo  
						
						
						
					 
					
						2017-09-27 03:55:28 +03:30 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							b8e81daccf 
							
						 
					 
					
						
						
							
							Fix typo ( closes   #1312 )  
						
						
						
					 
					
						2017-09-14 12:49:59 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							d15775c3ad 
							
						 
					 
					
						
						
							
							Fix typos and commands in alpha docs  
						
						
						
					 
					
						2017-08-21 13:40:11 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							3c33003078 
							
						 
					 
					
						
						
							
							Port over typo corrections from  #1245  
						
						
						
					 
					
						2017-08-20 12:00:17 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							a29f132ffd 
							
						 
					 
					
						
						
							
							Change python -m spacy to spacy  
						
						... 
						
						
						
						Reflects latest change to entry point or auto-alias 
						
					 
					
						2017-08-14 13:04:48 +02:00 
						 
				 
			
				
					
						
							
							
								Nikolai Kruglikov 
							
						 
					 
					
						
						
						
						
							
						
						
							08e443e083 
							
						 
					 
					
						
						
							
							Fix small typo in documentation  
						
						
						
					 
					
						2017-08-14 12:19:04 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							ab8ffbaab7 
							
						 
					 
					
						
						
							
							Add text classification to v2 overview  
						
						
						
					 
					
						2017-07-22 17:56:51 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							0fb89dd204 
							
						 
					 
					
						
						
							
							Add text classification usage guide template  
						
						
						
					 
					
						2017-07-22 17:56:07 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							d05ab1b3a0 
							
						 
					 
					
						
						
							
							Add text classification to 101 overview and change order  
						
						
						
					 
					
						2017-07-22 17:55:53 +02:00 
						 
				 
			
				
					
						
							
							
								Jarle Mathiesen 
							
						 
					 
					
						
						
						
						
							
						
						
							f20533ec0c 
							
						 
					 
					
						
						
							
							fix small typo  
						
						
						
					 
					
						2017-06-24 12:31:33 +02:00 
						 
				 
			
				
					
						
							
							
								Savva Kolbachev 
							
						 
					 
					
						
						
						
						
							
						
						
							800a8faff4 
							
						 
					 
					
						
						
							
							Changed the capital of Lithuania to Vilnius  
						
						... 
						
						
						
						Hi,
There is a typo about the capital of Lithuania.
Vilnius is the capital of Lithuania https://en.wikipedia.org/wiki/Vilnius 
Ljubljana is the capital of Slovenia https://en.wikipedia.org/wiki/Ljubljana  
						
					 
					
						2017-06-12 23:27:00 +03:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							57f64b9e1c 
							
						 
					 
					
						
						
							
							Merge pull request  #1124  from v3t3a/patch-3  
						
						... 
						
						
						
						docs - Fix url error for Displacy Ent visualizer 
						
					 
					
						2017-06-12 21:20:32 +02:00 
						 
				 
			
				
					
						
							
							
								Ines Montani 
							
						 
					 
					
						
						
						
						
							
						
						
							b2a28028cf 
							
						 
					 
					
						
						
							
							Merge pull request  #1115  from v3t3a/patch-2  
						
						... 
						
						
						
						docs - Add read() method when opening file (Lightning tour) 
						
					 
					
						2017-06-12 21:19:25 +02:00 
						 
				 
			
				
					
						
							
							
								Vetea 
							
						 
					 
					
						
						
						
						
							
						
						
							eae1f7b19c 
							
						 
					 
					
						
						
							
							Fix url error for Displacy Ent visualizer  
						
						
						
					 
					
						2017-06-12 14:30:02 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							49026a1346 
							
						 
					 
					
						
						
							
							Fix typos in example (see  #1105 )  
						
						
						
					 
					
						2017-06-08 19:15:50 +02:00 
						 
				 
			
				
					
						
							
							
								Vetea 
							
						 
					 
					
						
						
						
						
							
						
						
							cc3aee1189 
							
						 
					 
					
						
						
							
							Add read() method when opening file  
						
						... 
						
						
						
						Add read() method for 
to avoid :
```TypeError: Argument 'string' has incorrect type (expected str, got _io.TextIOWrapper)```
Test with:
spaCy : v2.0.0 Alpha
python : 3.5.2+ (default, Sep 22 2016, 12:18:14) 
						
					 
					
						2017-06-08 11:27:09 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							6b799bac54 
							
						 
					 
					
						
						
							
							Fix formatting and details  
						
						
						
					 
					
						2017-06-06 14:37:49 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							fd9ae0f0e0 
							
						 
					 
					
						
						
							
							Update v2 comparison table  
						
						
						
					 
					
						2017-06-05 16:39:11 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							a3f9745a14 
							
						 
					 
					
						
						
							
							Update similarity usage guide and examples  
						
						
						
					 
					
						2017-06-05 15:37:33 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							fd35d910b8 
							
						 
					 
					
						
						
							
							Update v2 docs and benchmarks  
						
						
						
					 
					
						2017-06-05 14:13:38 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							040553ca59 
							
						 
					 
					
						
						
							
							Update architecture and features table  
						
						
						
					 
					
						2017-06-05 13:33:01 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							505d43b832 
							
						 
					 
					
						
						
							
							Update norms example  
						
						
						
					 
					
						2017-06-04 23:33:26 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							f8e93b6d0a 
							
						 
					 
					
						
						
							
							Update norms example  
						
						
						
					 
					
						2017-06-04 23:24:29 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							a857b2b511 
							
						 
					 
					
						
						
							
							Update norms example  
						
						
						
					 
					
						2017-06-04 23:21:37 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							47d066b293 
							
						 
					 
					
						
						
							
							Add under construction  
						
						
						
					 
					
						2017-06-04 23:17:54 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							e9816daa6a 
							
						 
					 
					
						
						
							
							Add details on syntax iterators  
						
						
						
					 
					
						2017-06-04 23:16:33 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							990cb81556 
							
						 
					 
					
						
						
							
							Add info on syntax iterators  
						
						
						
					 
					
						2017-06-04 21:47:22 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							e4eb33daf7 
							
						 
					 
					
						
						
							
							Add links to production use guide  
						
						
						
					 
					
						2017-06-04 20:56:58 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							63cd539d04 
							
						 
					 
					
						
						
							
							Add more details on model packages and requirements.txt (see  #1099 )  
						
						
						
					 
					
						2017-06-04 20:52:10 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							97ff83d163 
							
						 
					 
					
						
						
							
							Fix docs on model loading  
						
						
						
					 
					
						2017-06-04 20:44:59 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							b6002db797 
							
						 
					 
					
						
						
							
							Add v2 label  
						
						
						
					 
					
						2017-06-04 18:53:03 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							468ff1a7dd 
							
						 
					 
					
						
						
							
							Update v2 docs and add benchmarks stub  
						
						
						
					 
					
						2017-06-04 15:34:28 +02:00 
						 
				 
			
				
					
						
							
							
								Matthew Honnibal 
							
						 
					 
					
						
						
						
						
							
						
						
							23fd6b1782 
							
						 
					 
					
						
						
							
							Add intro narrative for v2  
						
						
						
					 
					
						2017-06-04 15:10:37 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							3419ecbfdd 
							
						 
					 
					
						
						
							
							Update docs on model shortcut links  
						
						
						
					 
					
						2017-06-04 13:55:00 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							586e901143 
							
						 
					 
					
						
						
							
							Add v2 intro stub  
						
						
						
					 
					
						2017-06-04 13:42:37 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							4f8f62d9b3 
							
						 
					 
					
						
						
							
							Merge branch 'v2-docs-edits' into develop  
						
						
						
					 
					
						2017-06-04 13:40:58 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							809903dcad 
							
						 
					 
					
						
						
							
							Fix link and update wording  
						
						
						
					 
					
						2017-06-04 13:29:20 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							22dd18c364 
							
						 
					 
					
						
						
							
							Remove redundant CPU commands  
						
						
						
					 
					
						2017-06-04 13:29:13 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							1d6377218a 
							
						 
					 
					
						
						
							
							Update architecture blurb and move other info  
						
						
						
					 
					
						2017-06-04 13:28:58 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							7a66c9f039 
							
						 
					 
					
						
						
							
							Fix formatting  
						
						
						
					 
					
						2017-06-04 13:14:00 +02:00 
						 
				 
			
				
					
						
							
							
								Matthew Honnibal 
							
						 
					 
					
						
						
						
						
							
						
						
							f2c4a9f690 
							
						 
					 
					
						
						
							
							Edits to spacy-101 page  
						
						
						
					 
					
						2017-06-04 13:10:27 +02:00 
						 
				 
			
				
					
						
							
							
								Matthew Honnibal 
							
						 
					 
					
						
						
						
						
							
						
						
							aca53b95e1 
							
						 
					 
					
						
						
							
							Link architecture blurb  
						
						
						
					 
					
						2017-06-04 13:10:06 +02:00 
						 
				 
			
				
					
						
							
							
								Matthew Honnibal 
							
						 
					 
					
						
						
						
						
							
						
						
							64ca5123bb 
							
						 
					 
					
						
						
							
							Add Architecture 101 blurb  
						
						
						
					 
					
						2017-06-04 13:09:19 +02:00 
						 
				 
			
				
					
						
							
							
								Matthew Honnibal 
							
						 
					 
					
						
						
						
						
							
						
						
							e77ed953f4 
							
						 
					 
					
						
						
							
							Update GPU instructions  
						
						
						
					 
					
						2017-06-04 12:03:22 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							1d3b012e56 
							
						 
					 
					
						
						
							
							Update adding languages docs and add 101  
						
						
						
					 
					
						2017-06-03 23:54:23 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							a3715a81d5 
							
						 
					 
					
						
						
							
							Update adding languages guide  
						
						
						
					 
					
						2017-06-03 22:16:38 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							ec6d2bc81d 
							
						 
					 
					
						
						
							
							Add table of contents mixin  
						
						
						
					 
					
						2017-06-03 22:16:26 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							9acf8686f7 
							
						 
					 
					
						
						
							
							Update note on compact mode issues  
						
						
						
					 
					
						2017-06-03 13:31:16 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							c60431357d 
							
						 
					 
					
						
						
							
							Port over docs typo corrections  
						
						
						
					 
					
						2017-06-03 11:31:30 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							c6dc2fafc0 
							
						 
					 
					
						
						
							
							Add Spanish and move example sentences to meta  
						
						
						
					 
					
						2017-06-01 17:49:56 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							b577ed79ee 
							
						 
					 
					
						
						
							
							Move social image logic out to function and move files  
						
						
						
					 
					
						2017-06-01 14:27:44 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							5e60b09dcd 
							
						 
					 
					
						
						
							
							Fix custom tokenizer example  
						
						
						
					 
					
						2017-06-01 13:02:50 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							8274dffad6 
							
						 
					 
					
						
						
							
							Update NER training draft  
						
						
						
					 
					
						2017-06-01 12:51:36 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							04fac3f52a 
							
						 
					 
					
						
						
							
							Add NER training example code  
						
						
						
					 
					
						2017-06-01 12:47:47 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							7f5e7e7320 
							
						 
					 
					
						
						
							
							Fix typo  
						
						
						
					 
					
						2017-06-01 12:47:36 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							4a927154d8 
							
						 
					 
					
						
						
							
							Update v2 docs  
						
						
						
					 
					
						2017-06-01 11:56:32 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							03bbb96db8 
							
						 
					 
					
						
						
							
							Remove outdated examples  
						
						
						
					 
					
						2017-06-01 11:56:02 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							789e69b73f 
							
						 
					 
					
						
						
							
							Update training guide  
						
						
						
					 
					
						2017-06-01 11:53:23 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							2f40d6e7e7 
							
						 
					 
					
						
						
							
							Add training 101  
						
						
						
					 
					
						2017-06-01 11:53:16 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							abed463bbb 
							
						 
					 
					
						
						
							
							Update serialization 101  
						
						
						
					 
					
						2017-06-01 11:52:58 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							72380c952a 
							
						 
					 
					
						
						
							
							Update training section in NER guide and add links  
						
						
						
					 
					
						2017-06-01 11:52:49 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							22b1f72870 
							
						 
					 
					
						
						
							
							Add spaCy 101 intro  
						
						
						
					 
					
						2017-05-31 12:44:09 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							a18b95ca12 
							
						 
					 
					
						
						
							
							Update docs on testing  
						
						
						
					 
					
						2017-05-31 12:43:40 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							981196c181 
							
						 
					 
					
						
						
							
							Fix typo  
						
						
						
					 
					
						2017-05-31 11:34:31 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							f86289566a 
							
						 
					 
					
						
						
							
							Update new in v2 section and add note on Matcher acceptors  
						
						
						
					 
					
						2017-05-30 13:53:06 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							ce4e45d0bb 
							
						 
					 
					
						
						
							
							Update 101 intro  
						
						
						
					 
					
						2017-05-29 22:15:06 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							687ed28340 
							
						 
					 
					
						
						
							
							Update processing pipelines guide  
						
						
						
					 
					
						2017-05-29 14:21:00 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							d5992f408f 
							
						 
					 
					
						
						
							
							Update note on vocab consistency  
						
						
						
					 
					
						2017-05-29 14:14:26 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							a2134951f2 
							
						 
					 
					
						
						
							
							Update 101 and add note on pipeline order and tensors  
						
						
						
					 
					
						2017-05-29 11:45:32 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							17b635eaab 
							
						 
					 
					
						
						
							
							Update alpha docs note and fix typo  
						
						
						
					 
					
						2017-05-29 11:09:24 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							fbe105f1eb 
							
						 
					 
					
						
						
							
							Add note on L in long integers in Python 2  
						
						
						
					 
					
						2017-05-29 11:05:05 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							9d74810f6f 
							
						 
					 
					
						
						
							
							Update examples  
						
						
						
					 
					
						2017-05-29 01:09:52 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							42cf414138 
							
						 
					 
					
						
						
							
							Update Matcher example  
						
						
						
					 
					
						2017-05-29 01:09:52 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							00b2094dc3 
							
						 
					 
					
						
						
							
							Fix typos, long integers and tests  
						
						
						
					 
					
						2017-05-29 01:09:52 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							d71c6db76e 
							
						 
					 
					
						
						
							
							Add missing Chainer install for GPU if building spaCy from source  
						
						
						
					 
					
						2017-05-28 23:34:59 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							e0f9ccdaa3 
							
						 
					 
					
						
						
							
							Update texts and rename vectorizer to tensorizer  
						
						
						
					 
					
						2017-05-28 23:26:13 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							606879b217 
							
						 
					 
					
						
						
							
							Update hash strings examples  
						
						
						
					 
					
						2017-05-28 19:42:44 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							c7b57ea314 
							
						 
					 
					
						
						
							
							Update docs and change integer IDs to hash values  
						
						
						
					 
					
						2017-05-28 19:25:34 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							738b4f7187 
							
						 
					 
					
						
						
							
							Add quickstart options and docs for GPU  
						
						
						
					 
					
						2017-05-28 19:20:11 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							4c00cb8c8b 
							
						 
					 
					
						
						
							
							Update 101 and add community/FAQ and table of contents  
						
						
						
					 
					
						2017-05-28 18:45:49 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							8a148b6563 
							
						 
					 
					
						
						
							
							Fix code, links and formatting  
						
						
						
					 
					
						2017-05-28 18:29:16 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							414193e9ba 
							
						 
					 
					
						
						
							
							Update docs to reflect StringStore changes  
						
						
						
					 
					
						2017-05-28 18:19:11 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							69bda9aed7 
							
						 
					 
					
						
						
							
							Update text, examples, typos, wording and formatting  
						
						
						
					 
					
						2017-05-28 16:41:01 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							f8185b8e11 
							
						 
					 
					
						
						
							
							Rename vocab-stringsotre to vocab  
						
						
						
					 
					
						2017-05-28 16:37:14 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							10d05c2b92 
							
						 
					 
					
						
						
							
							Fix typos, wording and formatting  
						
						
						
					 
					
						2017-05-28 01:30:12 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							db116cbeda 
							
						 
					 
					
						
						
							
							Update tokenization 101 and add illustration  
						
						
						
					 
					
						2017-05-28 00:22:40 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							b03fb2d7b0 
							
						 
					 
					
						
						
							
							Update 101 and usage docs  
						
						
						
					 
					
						2017-05-28 00:22:40 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							ae11c8d60f 
							
						 
					 
					
						
						
							
							Add emoji sentiment to lightning tour matcher example  
						
						
						
					 
					
						2017-05-27 20:02:20 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							22bf5f63bf 
							
						 
					 
					
						
						
							
							Update Matcher docs and add social media analysis example  
						
						
						
					 
					
						2017-05-27 17:58:18 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							0d33ead507 
							
						 
					 
					
						
						
							
							Fix initialisation of Doc in lightning tour example  
						
						
						
					 
					
						2017-05-27 17:58:06 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							e05bcd6aa8 
							
						 
					 
					
						
						
							
							Update docs to reflect flattened model meta.json  
						
						... 
						
						
						
						Don't use "setup" key and instead, keep "lang" on root level and add
"pipeline". 
						
					 
					
						2017-05-27 17:57:46 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							1b982f0838 
							
						 
					 
					
						
						
							
							Update train command and add docs on hyperparameters  
						
						
						
					 
					
						2017-05-26 14:02:38 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							93ee5c4a52 
							
						 
					 
					
						
						
							
							Update serialization info  
						
						
						
					 
					
						2017-05-26 13:22:45 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							f122d82f29 
							
						 
					 
					
						
						
							
							Update usage docs and ddd "under construction"  
						
						
						
					 
					
						2017-05-26 13:17:48 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							286c3d0719 
							
						 
					 
					
						
						
							
							Update usage and 101 docs  
						
						
						
					 
					
						2017-05-26 12:46:29 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							6d76c1ea16 
							
						 
					 
					
						
						
							
							Add 101 for Vocab, Lexeme and StringStore  
						
						
						
					 
					
						2017-05-26 12:45:01 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							9063654a1a 
							
						 
					 
					
						
						
							
							Add Training 101 stub  
						
						
						
					 
					
						2017-05-25 11:18:02 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							b2324be3e9 
							
						 
					 
					
						
						
							
							Fix typos, text, examples and formatting  
						
						
						
					 
					
						2017-05-25 11:17:21 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							dcb10da615 
							
						 
					 
					
						
						
							
							Update and fix lightning tour examples  
						
						
						
					 
					
						2017-05-25 11:15:56 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							4b5540cc63 
							
						 
					 
					
						
						
							
							Rewrite examples in lightning tour  
						
						
						
					 
					
						2017-05-25 01:58:33 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							87c976e04c 
							
						 
					 
					
						
						
							
							Update model tag  
						
						
						
					 
					
						2017-05-25 01:58:22 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							fe2b0b8b8d 
							
						 
					 
					
						
						
							
							Update migrating docs  
						
						
						
					 
					
						2017-05-25 00:56:35 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							709ea58990 
							
						 
					 
					
						
						
							
							Tidy up workflows  
						
						
						
					 
					
						2017-05-25 00:56:16 +02:00 
						 
				 
			
				
					
						
							
							
								ines 
							
						 
					 
					
						
						
						
						
							
						
						
							d122bbc908 
							
						 
					 
					
						
						
							
							Rewrite custom tokenizer docs  
						
						
						
					 
					
						2017-05-25 00:30:21 +02:00