http_service

Cancer Predictiton Service

This is the HTTP service to load TensorFlow model and inference to predict cancer.

Usage

Run HTTP server with [Django] and use HTTP client with curl, postman or bat for test.

./manage.py runserver 0.0.0.0:8000

Inference to predict cancer

bat post http://127.0.0.1:8000/cancer_predict/predict/ cancer_features="10,10,10,8,6,1,8,9,1;6,2,1,1,1,1,7,1,1"

Online learning to train

bat post http://127.0.0.1:8000/cancer_predict/online_train/ cancer_features_and_labels="10,10,10,8,6,1,8,9,1,1;6,2,1,1,1,1,7,1,1,0"

Implementation

django-admin startproject restful_server

python manage.py startapp cancer_predict

# Add customized urls and views.