This repository contains the code of the paper "An Optimal Budget Management Framework for Real Time Bidding in Online Advertising" and other baseline models.

System: Linux
python3.5
libffm: https://github.com/guestwalk/libffm
libfm：http://www.libfm.org/
Vowpal Wabbit：http://hunch.net/~vw/
sklearn
matplotlib
csv

For simplicity, we use iPinYou dataset at make-ipinyou-data https://github.com/wnzhang/make-ipinyou-data.
Follow the instructions and update the soft link data:
XXX/RTB$:ln -sfn XXX/make-ipinyou-data/1458 data
or just copy the train.log.txt of an advertiser to data directory

run a demo:
cd src
python3 demo.py