a370865882

MeLU

DropoutNet

Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

rank_distill

A PyTorch implementation of Ranking Distillation

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

RSPapers

A Curated List of Must-read Papers on Recommender System.

ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

LLORMA-tensorflow

The tensorflow prototype of "Local Low-rank Matrix Approximation" (LLORMA)

PyTorch_NGCF

PyTorch Implemenation for Neural Graph Collaborative Filtering

LightGCN

MMGCN

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

euler

A distributed graph deep learning framework.

google-research

Google Research

Walker

Python implementation of Kohler et al.'s random walk with restart

SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

hConv-gPool-Net

TensorFlow implementation of Learning Graph Pooling and Hybrid Convolutional Operations for Text Representations (WWW19)

HiddenAttributeModels

HAM

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

HAN

Heterogeneous Graph Neural Network

dien

pytorch_geometric

Graph Neural Network Library for PyTorch

FastGCN

The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""

node2vec

DeepInf

DeepInf: Social Influence Prediction with Deep Learning

pygcn

Graph Convolutional Networks in PyTorch

GAT

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

geographconv

Semi-supervised User Geolocation via Graph Convolutional Networks

xDeepFM

smpcup2016

5th Place Solution for smp cup competition

google-le-net