About project

This is a research project related to reinforcement learning/multiarmed bandit/federated learing.

Team Members

Maddie Shang (Team Lead)
Shashi Gharti

Folder structure:

Backend server folder (django) => server
Frontend client => client

Getting Started

Backend Server

Create virtual env for python and run the following commands:

Install dependencies

Go to the folder server and install dependencies pip install -r requirements.php

Set ENV

Go to path server > fl_server

Rename .env.sample file to .env

Run Migrations

python manage.py makemigrations
python manage.py migrate

Seed ServerData Table

python manage.py loaddata core/fixtures/init-data.json

Run Server

python manage.py runserver

Frontend Server

Go to the client folder and install dependencies npm install

Set ENV

Rename .env.sample file to .env

Run Client

npm run start

Run using Docker

docker up -d

API_ENDPOINT=http://0.0.0.0:8082 WS_ENDPOINT=0.0.0.0:8082 MODE=development STOP_AFTER=100 SIMULATION=True