Weinan Zhang

rtb-papers. A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

deep-ctr. An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

make-ipinyou-data. This project is to formalise the iPinYou RTB data into a standard format for further researches.

optimal-rtb. A benchmarking framework supporting the experiments in KDD'14 paper "Optimal Real-Time Bidding for Display Advertising"

rtbcontrol. A feedback controller for stabilizing RTB performance to a target value.

rtbarbitrage. A framework of statistical arbitrage mining in performance-driven display advertising.

rtb-unbiased-learning. Python

CityFlow. A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario