explosion/spaCy
1
1
Fork 0
mirror of https://github.com/explosion/spaCy.git synced 2024-11-10 19:57:17 +03:00
Code Issues Packages Projects Releases Wiki Activity

Fix formatting [ci skip]

Browse Source
This commit is contained in:
Ines Montani 2019-10-21 12:26:07 +02:00
parent f5c551a43a
commit b2f88e2060
1 changed files with 9 additions and 10 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

19
website/docs/api/vocab.md
View File

@ -166,10 +166,9 @@ cosines are calculated in minibatches, to reduce memory usage.
## Vocab.get_vector {#get_vector tag="method" new="2"}
Retrieve a vector for a word in the vocabulary. Words can be looked up by string
or hash value. If no vectors data is loaded, a `ValueError` is raised.
If `minn` is defined, then the resulting vector uses Fasttext's
subword features by average over ngrams of `orth`. (Introduced in spaCy `v2.1`)
or hash value. If no vectors data is loaded, a `ValueError` is raised. If `minn`
is defined, then the resulting vector uses [FastText](https://fasttext.cc/)'s
subword features by average over ngrams of `orth` (introduced in spaCy `v2.1`).
> #### Example
>
@ -178,12 +177,12 @@ subword features by average over ngrams of `orth`. (Introduced in spaCy `v2.1`)
> nlp.vocab.get_vector("apple", minn=1, maxn=5)
> ```
| Name | Type | Description |
| ----------- | ---------------------------------------- | ---------------------------------------------------------------------------------------------- |
| `orth` | int / unicode | The hash value of a word, or its unicode string. |
| `minn` | int | Minimum n-gram length used for Fasttext's ngram computation. Defaults to the length of `orth`. |
| `maxn` | int | Maximum n-gram length used for Fasttext's ngram computation. Defaults to the length of `orth`. |
| **RETURNS** | `numpy.ndarray[ndim=1, dtype='float32']` | A word vector. Size and shape are determined by the `Vocab.vectors` instance. |
| Name | Type | Description |
| ----------------------------------- | ---------------------------------------- | ---------------------------------------------------------------------------------------------- |
| `orth` | int / unicode | The hash value of a word, or its unicode string. |
| `minn` <Tag variant="new">2.1</Tag> | int | Minimum n-gram length used for FastText's ngram computation. Defaults to the length of `orth`. |
| `maxn` <Tag variant="new">2.1</Tag> | int | Maximum n-gram length used for FastText's ngram computation. Defaults to the length of `orth`. |
| **RETURNS** | `numpy.ndarray[ndim=1, dtype='float32']` | A word vector. Size and shape are determined by the `Vocab.vectors` instance. |
## Vocab.set_vector {#set_vector tag="method" new="2"}