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Yi Ren's Projects

ranknet icon ranknet

Implementation of RankNet with chainer (python neural network library)

recbole icon recbole

A unified, comprehensive and efficient recommendation library

recdebiasing icon recdebiasing

This repository collects debiasing methods for recommendation

recsys21_dib icon recsys21_dib

Experiments codes for RecSys '21 paper "Mitigating Confounding Bias in Recommendation via Information Bottleneck"

recsyspapers icon recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

rl-portfolio-management icon rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059

rl4rs icon rl4rs

A Real-World Benchmark for Reinforcement Learning based Recommender System

rlbid_ea icon rlbid_ea

This is a repository of the experiment code supporting the paper Real-time Bidding Strategy in Display Advertising: An Empirical Analysis.

rspapers icon rspapers

Must-read papers on Recommender System.

rtb-papers icon rtb-papers

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

rtbcontrol icon rtbcontrol

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

sasrec icon sasrec

SASRec: Self-Attentive Sequential Recommendation

sigir21-surge icon sigir21-surge

Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".

simple-feed icon simple-feed

This gem implements a flexible time-ordered activity feeds commonly used within social networking applications. As events occur, they are pushed into the Feed and distributed to all users that need to see the event. Upon the user visiting their "feed page", a pre-populated ordered list of events is returned by the library.

sonnet icon sonnet

TensorFlow-based neural network library

sptag icon sptag

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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