mirror of
https://github.com/explosion/spaCy.git
synced 2024-12-27 10:26:35 +03:00
38 lines
1.2 KiB
Markdown
38 lines
1.2 KiB
Markdown
---
|
|
title: Model Architectures
|
|
teaser: Pre-defined model architectures included with the core library
|
|
source: spacy/ml/models
|
|
---
|
|
|
|
TODO: intro and how architectures work, link to
|
|
[`registry`](/api/top-level#registry),
|
|
[custom models](/usage/training#custom-models) usage etc.
|
|
|
|
## Parser architectures {source="spacy/ml/models/parser.py"}
|
|
|
|
### spacy.TransitionBasedParser.v1
|
|
|
|
<!-- TODO: intro -->
|
|
|
|
> #### Example Config
|
|
>
|
|
> ```ini
|
|
> [model]
|
|
> @architectures = "spacy.TransitionBasedParser.v1"
|
|
> nr_feature_tokens = 6
|
|
> hidden_width = 64
|
|
> maxout_pieces = 2
|
|
>
|
|
> [model.tok2vec]
|
|
> # ...
|
|
> ```
|
|
|
|
| Name | Type | Description |
|
|
| ------------------- | ------------------------------------------ | ----------- |
|
|
| `tok2vec` | [`Model`](https://thinc.ai/docs/api-model) | |
|
|
| `nr_feature_tokens` | int | |
|
|
| `hidden_width` | int | |
|
|
| `maxout_pieces` | int | |
|
|
| `use_upper` | bool | |
|
|
| `nO` | int | |
|