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Dynamic pricing for selling perishable goods

This system provides a configurable demand estimation model, a calculation for optimal price strategies and a simulation runner. All functionality is available and configurable in a web-based dashboard.

Install with Docker

docker build -t dynamic-prices .
docker run -p8083:8083 dynamic-prices

The dashboard will be available at http://localhost:8083/

Install manually

Dependencies

  • Python 3.4 or 3.5
  • Boost 1.55.0
  • Boost.Python 1.55.0
  • C++11 compiler (e.g. GCC4.8)
  • node.js + Bower

Compile C++ module

cd cpp
make

Install bower dependencies

cd html
bower install

Install on Ubuntu 14.04

sudo apt-get install -y python3 python3-pip python3-numpy python3-scipy python3-dev libboost-python1.55.0 libboost-python1.55-dev
sudo pip3 install sklearn flask
curl -sL https://deb.nodesource.com/setup_6.x | sudo -E bash -
sudo apt-get install -y nodejs
sudo npm i -g bower
cd html && bower install && cd ..
cd cpp && make -f Makefile.ubuntu && cd ..

Run

python3 server.py

The dashboard will be available at http://localhost:8083/