BigAN

autogluon

Fast and Accurate ML in 3 Lines of Code

rtdl

Research on Tabular Deep Learning: Papers & Packages

LargeBatchCTR

Large batch training of CTR models based on DeepCTR with CowClip.

Internet-advertising-mechanism-and-strategy

计算广告机制策略相关材料整理(A collection of research and application papers about Strategy in Internet advertising.)

recommenders-addons

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

CIKM2020-S3Rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

UBR4CTR

UBR4CTR is the code for our proposed User Behavior Retrieval for CTR Prediction framework in SIGIR 2020.

recommendation_papers

paper collection for recommendation aspet

Deep_Rec

存放推荐算法相关代码、文档、资料

Multitask-Learning

Awesome Multitask Learning Resources

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

GraphSAINT

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

QRec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

GEM

GNNPapers

Must-read papers on graph neural networks (GNN)

dstn

Deep Spatio-Temporal Neural Network (DSTN)

deep-learning-nlp-rl-papers

Recent Deep Learning papers in NLU and RL

DSIN

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

HAN

Heterogeneous Graph Neural Network

keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

GAT

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Tencent2018_Lookalike_Rank7th

The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.

2018-CCF-BDCI-China-Unicom-Research-Institute-top2

2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名-【多分类，embedding】

MCRec

Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"

instacart-basket-prediction

Kaggle | Instacart Market Basket Analysis🥕🥉

smore

SMORe: Modularize Graph Embedding for Recommendation

awesome-network-embedding

A curated list of network embedding techniques.