A python predictive system design.
$ cd training
$ virtualenv venv
$ source venv/bin/activate
$ pip install -r requirements.txt
$ python training.py- If you did the previous steps then:
$ cd ../; deactivate
$ cd server
$ virtualenv venv
$ source venv/bin/activate
$ pip install -r requirements.txt
$ python main.pyOnce the server is running you can send features via POST requests and then receive the corresponding prediction (0 or 1).
You can find an example of the request body in server/post.json:
$ curl -H "Content-Type: application/json" -X POST --data @post.json http://localhost:5000/predict
React
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Django
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