Update v2-1.md

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Ines Montani 2019-02-24 11:49:27 +01:00
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@ -10,11 +10,11 @@ menu:
spaCy v2.1 has focussed primarily on stability and performance, solidifying the
design changes introduced in [v2.0](/usage/v2). As well as smaller models,
faster runtime, and many bug-fixes, v2.1 also introduces experimental support
faster runtime, and many bug fixes, v2.1 also introduces experimental support
for some exciting new NLP innovations. For the full changelog, see the
[release notes on GitHub](https://github.com/explosion/spaCy/releases/tag/v2.1.0).
### BERT/ULMFit/Elmo-style pre-training
### BERT/ULMFit/Elmo-style pre-training {tag="experimental"}
> #### Example
>
@ -115,33 +115,6 @@ or `POS` for finding sequences of the same part-of-speech tags.
</Infobox>
### Components and languages via entry points
> #### Example
>
> ```python
> from setuptools import setup
> setup(
> name="custom_extension_package",
> entry_points={
> "spacy_factories": ["your_component = component:ComponentFactory"]
> "spacy_languages": ["xyz = language:XYZLanguage"]
> }
> )
> ```
Using entry points, model packages and extension packages can now define their
own `"spacy_factories"` and `"spacy_languages"`, which will be added to the
built-in factories and languages. If a package in the same environment exposes
spaCy entry points, all of this happens automatically and no further user action
is required.
<Infobox>
**Usage:** [Using entry points](/usage/saving-loading#entry-points)
</Infobox>
### Retokenizer for merging and splitting
> #### Example
@ -169,6 +142,33 @@ deprecated.
</Infobox>
### Components and languages via entry points
> #### Example
>
> ```python
> from setuptools import setup
> setup(
> name="custom_extension_package",
> entry_points={
> "spacy_factories": ["your_component = component:ComponentFactory"]
> "spacy_languages": ["xyz = language:XYZLanguage"]
> }
> )
> ```
Using entry points, model packages and extension packages can now define their
own `"spacy_factories"` and `"spacy_languages"`, which will be added to the
built-in factories and languages. If a package in the same environment exposes
spaCy entry points, all of this happens automatically and no further user action
is required.
<Infobox>
**Usage:** [Using entry points](/usage/saving-loading#entry-points)
</Infobox>
### Improved documentation
Although it looks pretty much the same, we've rebuilt the entire documentation
@ -210,6 +210,12 @@ if all of your models are up to date, you can run the
</Infobox>
- Due to difficulties linking our new
[`blis`](https://github.com/explosion/cython-blis) for faster
platform-independent matrix multiplication, this nightly release currently
**doesn't work on Python 2.7 on Windows**. We expect this to be corrected in
the future.
- While the [`Matcher`](/api/matcher) API is fully backwards compatible, its
algorithm has changed to fix a number of bugs and performance issues. This
means that the `Matcher` in v2.1.x may produce different results compared to