mirror of https://github.com/explosion/spaCy.git
Update docs [ci skip]
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Ines Montani
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@ -168,9 +168,13 @@ follow the same unified [`Model`](https://thinc.ai/docs/api-model) API and each
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`Model` can also be used as a sublayer of a larger network, allowing you to
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freely combine implementations from different frameworks into a single model.
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<Infobox title="Details & Documentation" emoji="📖" list>
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- **Usage: ** [Layers and architectures](/usage/layers-architectures)
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- **Usage: ** [Layers and architectures](/usage/layers-architectures),
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[Trainable component API](/usage/processing-pipelines#trainable-components),
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[Trainable components and models](/usage/layers-architectures#components)
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- **Thinc: **
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[Wrapping PyTorch, TensorFlow & MXNet](https://thinc.ai/docs/usage-frameworks),
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[`Model` API](https://thinc.ai/docs/api-model)
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@ -503,36 +507,27 @@ Note that spaCy v3.0 now requires **Python 3.6+**.
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- Pipeline package symlinks, the `link` command and shortcut names are now
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deprecated. There can be many [different trained pipelines](/models) and not
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just one "English model", so you should always use the full package name like
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[`en_core_web_sm`](/models/en) explicitly.
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- A pipeline's [`meta.json`](/api/data-formats#meta) is now only used to provide
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meta information like the package name, author, license and labels. It's
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**not** used to construct the processing pipeline anymore. This is all defined
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in the [`config.cfg`](/api/data-formats#config), which also includes all
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settings used to train the pipeline.
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- The [`train`](/api/cli#train) and [`pretrain`](/api/cli#pretrain) commands now
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only take a `config.cfg` file containing the full
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[training config](/usage/training#config).
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`en_core_web_sm` explicitly.
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- A pipeline's `meta.json` is now only used to provide meta information like the
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package name, author, license and labels. It's **not** used to construct the
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processing pipeline anymore. This is all defined in the
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[`config.cfg`](/api/data-formats#config), which also includes all settings
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used to train the pipeline.
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- The `train`, `pretrain` and `debug data` commands now only take a
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`config.cfg`.
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- [`Language.add_pipe`](/api/language#add_pipe) now takes the **string name** of
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the component factory instead of the component function.
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- **Custom pipeline components** now need to be decorated with the
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[`@Language.component`](/api/language#component) or
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[`@Language.factory`](/api/language#factory) decorator.
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- [`Language.update`](/api/language#update) now takes a batch of
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[`Example`](/api/example) objects instead of raw texts and annotations, or
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`Doc` and `GoldParse` objects.
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- The `Language.disable_pipes` context manager has been replaced by
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[`Language.select_pipes`](/api/language#select_pipes), which can explicitly
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disable or enable components.
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- The [`Language.update`](/api/language#update),
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[`Language.evaluate`](/api/language#evaluate) and
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[`Pipe.update`](/api/pipe#update) methods now all take batches of
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[`Example`](/api/example) objects instead of `Doc` and `GoldParse` objects, or
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raw text and a dictionary of annotations.
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[`Language.initialize`](/api/language#initialize) and
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[`Pipe.initialize`](/api/pipe#initialize) now take a function that returns a
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sequence of `Example` objects to initialize the model instead of a list of
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tuples.
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- The `begin_training` methods have been renamed to `initialize`.
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- The `begin_training` methods have been renamed to `initialize` and now take a
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function that returns a sequence of `Example` objects to initialize the model
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instead of a list of tuples.
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- [`Matcher.add`](/api/matcher#add) and
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[`PhraseMatcher.add`](/api/phrasematcher#add) now only accept a list of
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patterns as the second argument (instead of a variable number of arguments).
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@ -557,7 +552,7 @@ Note that spaCy v3.0 now requires **Python 3.6+**.
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| Removed | Replacement |
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| -------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
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| `Language.disable_pipes` | [`Language.select_pipes`](/api/language#select_pipes), [`Language.disable_pipe`](/api/language#disable_pipe) |
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| `Language.disable_pipes` | [`Language.select_pipes`](/api/language#select_pipes), [`Language.disable_pipe`](/api/language#disable_pipe), [`Language.enable_pipe`](/api/language#enable_pipe) |
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| `Language.begin_training`, `Pipe.begin_training`, ... | [`Language.initialize`](/api/language#initialize), [`Pipe.initialize`](/api/pipe#initialize), ... |
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| `Doc.is_tagged`, `Doc.is_parsed`, ... | [`Doc.has_annotation`](/api/doc#has_annotation) |
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| `GoldParse` | [`Example`](/api/example) |
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