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ahn

ai-surveys

整理AI相关领域的一些综述

awesome-2vec

Curated list of 2vec-type embedding models

awesome-best-papers

Collect awesome best papers from top AI conferences.

awesome-gnn-recommendation

Graph Neural Network

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

comirec

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

contextual_topic_identification

Steam review texting embedding analysis

cpf

The official code of WWW2021 paper: Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework

cuberec

datasets-for-recommender-systems

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

deep_rec

存放推荐算法相关代码、文档、资料

deepconn

This is our implementation of DeepCoNN

deepctr-torch

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

deeplearning-models

A collection of various deep learning architectures, models, and tips

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

finding-frequently-asked-questions

Code for Master thesis by David Zomerdijk. It implements several neural topic models and conditional language models

gcn-lpa

A tensorflow implementation of GCN-LPA

gnud

Source code for ACL 2020 paper “Graph Neural News Recommendation with Unsupervised Preference Disentanglement”

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-in-recommendation-systems

GNNs in Recommendation Systems

hccf

Code for HCCF model proposed in Hypergraph Contrastive Collaborative Filtering in SIGIR'2022

hello-world

kddcup_2020_multimodalitiesrecall_2nd_place

kgat

Tensorflow implementation of Graph Attention Neural Network for Knowledge Graph

kgat-pytorch

kgcl-sigir22

kgnn-ls

A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization

khgt

Code for KHGT model, AAAI2021

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019