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ad-papers

Papers on Computational Advertising

an-attention-based-spatiotemporal-lstm-network-for-next-poi-recommendation

A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation

ant-forest-autoscript

蚂蚁森林自动收能量脚本，基于Autojs

china-city-subway-csv

Chinese city subway database in csv format

ctr_prediction

CTR prediction using FM FFM and DeepFM

dcn

DCN代码解读

deep_learning

Basic Deep Learning

deepcf

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

fism

implementation for the paper "FISM: Factored Item Similarity Models for Top-N Recommender Systems" by Tensorflow 1.2

fm_tensorflow

Factorization Machines implementation with Tensorflow

ggnn

Gated Graph Sequence Neural Networks

ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

jieba

结巴中文分词

lazystudy

懒人学习，挑战答题和每日每周专项答题辅助

learnchinahelper

基于Autojs

lglmf

LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation

ml_cia

公众号机器学习荐货情报局所有代码

multi-component-graph-convolutional-collaborative-filtering

Source code for AAAI 2020 paper "Multi-Component Graph Convolutional Collaborative Filtering"

neural-collaborative-filtering

pytorch version of neural collaborative filtering

neural_collaborative_filtering

Neural Collaborative Filtering

nndl.github.io

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

poirec

Successive Point-of-Interest Recommendation

rdpwrap

RDP Wrapper Library

recommendersystems

rspapers

Must-read papers on Recommender System.

sae-nad

The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"

shiyanlou

Git

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

sr-gnn

Source code and datasets for the paper "Session-based Recommendation with Graph Neural Networks" (AAAI-19)