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alphabetize registries
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@ -299,20 +299,20 @@ factories.
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| Registry name | Description |
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| ----------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| `architectures` | Registry for functions that create [model architectures](/api/architectures). Can be used to register custom model architectures and reference them in the `config.cfg`. |
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| `factories` | Registry for functions that create [pipeline components](/usage/processing-pipelines#custom-components). Added automatically when you use the `@spacy.component` decorator and also reads from [entry points](/usage/saving-loading#entry-points). |
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| `tokenizers` | Registry for tokenizer factories. Registered functions should return a callback that receives the `nlp` object and returns a [`Tokenizer`](/api/tokenizer) or a custom callable. |
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| `languages` | Registry for language-specific `Language` subclasses. Automatically reads from [entry points](/usage/saving-loading#entry-points). |
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| `lookups` | Registry for large lookup tables available via `vocab.lookups`. |
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| `displacy_colors` | Registry for custom color scheme for the [`displacy` NER visualizer](/usage/visualizers). Automatically reads from [entry points](/usage/saving-loading#entry-points). |
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| `assets` | Registry for data assets, knowledge bases etc. |
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| `callbacks` | Registry for custom callbacks to [modify the `nlp` object](/usage/training#custom-code-nlp-callbacks) before training. |
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| `readers` | Registry for training and evaluation data readers like [`Corpus`](/api/corpus). |
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| `batchers` | Registry for training and evaluation [data batchers](#batchers). |
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| `optimizers` | Registry for functions that create [optimizers](https://thinc.ai/docs/api-optimizers). |
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| `schedules` | Registry for functions that create [schedules](https://thinc.ai/docs/api-schedules). |
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| `layers` | Registry for functions that create [layers](https://thinc.ai/docs/api-layers). |
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| `losses` | Registry for functions that create [losses](https://thinc.ai/docs/api-loss). |
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| `callbacks` | Registry for custom callbacks to [modify the `nlp` object](/usage/training#custom-code-nlp-callbacks) before training. |
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| `displacy_colors` | Registry for custom color scheme for the [`displacy` NER visualizer](/usage/visualizers). Automatically reads from [entry points](/usage/saving-loading#entry-points). |
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| `factories` | Registry for functions that create [pipeline components](/usage/processing-pipelines#custom-components). Added automatically when you use the `@spacy.component` decorator and also reads from [entry points](/usage/saving-loading#entry-points). |
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| `initializers` | Registry for functions that create [initializers](https://thinc.ai/docs/api-initializers). |
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| `languages` | Registry for language-specific `Language` subclasses. Automatically reads from [entry points](/usage/saving-loading#entry-points). |
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| `layers` | Registry for functions that create [layers](https://thinc.ai/docs/api-layers). |
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| `lookups` | Registry for large lookup tables available via `vocab.lookups`. |
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| `losses` | Registry for functions that create [losses](https://thinc.ai/docs/api-loss). |
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| `optimizers` | Registry for functions that create [optimizers](https://thinc.ai/docs/api-optimizers). |
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| `readers` | Registry for training and evaluation data readers like [`Corpus`](/api/corpus). |
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| `schedules` | Registry for functions that create [schedules](https://thinc.ai/docs/api-schedules). |
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| `tokenizers` | Registry for tokenizer factories. Registered functions should return a callback that receives the `nlp` object and returns a [`Tokenizer`](/api/tokenizer) or a custom callable. |
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### spacy-transformers registry {#registry-transformers}
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