lightmlrestapi 0.1.111

Light REST API for machine learned models

README

Links:

• GitHub/lightmlrestapi

• documentation

• Blog

lightmlrestapi implements a light machine learning REST API based on falcon. You can test a dummy wsgi server by running:

start_mlrestapi --name=dummy

And then query it with:

import requests
import ujson
features = ujson.dumps({'X': [0.1, 0.2]})
r = requests.post('http://127.0.0.1:8081', data=features)
print(r)
print(r.json())

It should return:

{'Y': [[0.4994216179, 0.4514893599, 0.0490890222]]}

History

current - 2018-11-14 - 0.00Mb

• 6: allow a zip file which contains data and code (2018-11-13)

• 9: add version number to REST API (2018-11-13)

• 4: add authentification to the rest api (2018-11-13)

0.1.88 - 2018-11-05 - 0.11Mb

• 8: allow clear logs (2018-11-02)

• 5: add a load function (2018-11-02)

• 3: add ip address in the logging (2018-04-15)

• 2: add encrypted logging (2018-04-15)

• 1: fix gallery of examples (style) (2018-01-05)

0.1.37 - 2017-12-06 - 0.10Mb