https://github.com/wamuir/golang-tf-api

https://github.com/wamuir/golang-tf-api

Last synced: 18 days ago
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• Host: GitHub
• URL: https://github.com/wamuir/golang-tf-api
• Owner: wamuir
• License: other
• Created: 2020-08-09T15:11:31.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-12-24T15:14:21.000Z (about 4 years ago)
• Last Synced: 2024-10-30T08:20:01.406Z (2 months ago)
• Language: Python
• Size: 42 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

        
# golang-tf-api

## About

API for a character-level convolutional neural network, using a model

exported from tensorflow. The API binds to port 5000 by default, and

inferences can be obtained by posting to `/predict`, optionally with

a limit on the number of predicted classes to be returned, such as

`/predict?page[limit]=10`.

## application/json

```sh

curl -XPOST -d '{"input":"portal gun"}' -i http://localhost:5000/predict

```

This returns product service codes and probability estimates, such as:

```json

{

    "classes":[

        {"id":"string","pr":"float32"},

        {"id":"string","pr":"float32"},

        {"id":"string","pr":"float32"}

    ],

    "meta":{

        "gini-impurity":"float32",

        "relative-entropy":"float32",

        "shannon-entropy":"float32"

    }

}

```

With classes in the relevant classlist identified by `id` and sorted in

descending order by corresponding probability (`pr`).

## application/vnd.api+json

The API will negotiate content for [JSON API](https://jsonapi.org).

```sh

curl -X POST -H 'Accept: application/vnd.api+json' \

     -H 'Content-Type: application/vnd.api+json' \

     -d '{"data":{"type": "descriptions", "attributes":{"raw": "portal gun"}}}' \

     -i 'http://localhost:5000/predict'

```