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Papers on Computational Advertising

algorithmbasic2020

算法和数据结构体系学习班

alphafold

Open source code for AlphaFold.

alphastar

bidding-machine

An implementation of the TKDE paper "Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising"

conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeprec

DeepRec is a recommendation engine based on TensorFlow.

deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

k8s_awesome_document

【2021年新鲜出炉】K8s（Kubernetes）的工程师资料合辑，书籍推荐，面试题，精选文章，开源项目，PPT，视频，大厂资料

kaggle-otto-comp

kube-ladder

Learning Kubernetes, The Chinese Taoist Way

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

paddlerec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，

rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising

rlbid_ea

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

www-2022-paper-supplementary-materials