explosion/spaCy
1
1
Fork 0
mirror of https://github.com/explosion/spaCy.git synced 2025-07-11 00:32:40 +03:00
Code Issues Packages Projects Releases Wiki Activity

Add an infobox to the TextCatReduce section with an TextCatCNN anchor

Browse Source
This commit is contained in:
Daniël de Kok 2023-12-08 12:03:18 +01:00
parent 09800bd7c6
commit e310ddfd4a
1 changed files with 8 additions and 0 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

8
website/docs/api/architectures.mdx
View File

@ -1084,6 +1084,14 @@ A classifier that pools token hidden representations of each `Doc` using first,
max or mean reduction and then applies a classification layer. Reductions are max or mean reduction and then applies a classification layer. Reductions are
concatenated when multiple reductions are used. concatenated when multiple reductions are used.
<Infobox variant="warning" title="Relation to TextCatCNN" id="TextCatCNN">
`TextCatReduce` is a generalization of the older
[`TextCatCNN`](/api/legacy#TextCatCNN_v2) model. `TextCatCNN` always uses a mean
reduction, whereas `TextCatReduce` also supports first/max reductions.
</Infobox>
| Name | Description | | Name | Description |
| ------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | ------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `exclusive_classes` | Whether or not categories are mutually exclusive. ~~bool~~ | | `exclusive_classes` | Whether or not categories are mutually exclusive. ~~bool~~ |