RottenFruits / ml_api_samples

This repository is a machine learning prediction ap samples for iris data by implementing python, R and Julia(todo).

ml api samples

This repository is a machine learning prediction ap samples for iris data by implementing python, R and Julia(todo).

Installation

• clone.

git clone https://github.com/RottenFruits/ml_api_samples.git

• docker build and start.

cd ml_api_samples
docker-compose build
docker-compose up -d

Usage

Browser

• access server

  • http://0.0.0.0:8080/

• select api type

• input data

• submit, return result

Command line

• python api exection command

curl http://0.0.0.0:5000/predict -X POST -H 'Content-Type:application/json' -d '{"feature":[1, 1, 1, 1]}'

• r api exection command

curl http://0.0.0.0:6100/predict -X POST -H 'Content-Type:application/json' -d '{"feature":[1, 1, 1, 1]}'

References

• Python(Flask) でサクッと 機械学習 API を作る

• Rのコードをweb APIに {plumber}