shun-wei

gcn

Implementation of Graph Convolutional Networks in TensorFlow

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

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，包含经典推荐系统数据集criteo 、movielens等

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

tedukuri

《算法竞赛进阶指南》资源社区

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

deep-recommender-system

深度学习在推荐系统中的应用及论文小结。

SASRec

SASRec: Self-Attentive Sequential Recommendation

dssm

DSSM and Multi-View DSSM

BERT4Rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

deep_learning

基础的深度学习实验研究结果汇总笔记

LibRecommender

Versatile End-to-End Recommender System

MKR

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

DMR

Deep Match to Rank Model for Personalized Click-Through Rate Prediction

code

code

dssm

CollMetric

A Tensorflow implementation of Collaborative Metric Learning (CML)

Sequential_Recommendation_Tensorflow

Several sequential recommended models implemented by tenosrflow1.x

reformers

Efficient Transformers for research, PyTorch and Tensorflow using Locality Sensitive Hashing

Fi_GNN

[CIKM 2019] Code and dataset for "Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction"

minet

MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

mtlearn

Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)

hub-recsys

A python library contain classic algorithms and deep models on recommender system

deep_learning-1

Basic Deep Learning

ICAN

InternalandContextualAttentionNetworkforCold-startMulti-channel MatchinginRecommendation

alphaplato-tf

tf-reformer

Implementation of Reformer in TensorFlow

algorithm