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gamenet

GAMENet : Graph Augmented MEmory Networks for Recommending Medication Combination

gan-based-recommender-system

State-of-the-art Papers on GAN-based Recommender System (2017~2020)

gate

The implementation of "Gated Attentive-Autoencoder for Content-Aware Recommendation"

gate-linear-unit-pytorch

Gated CNN

gated-convolutional-networks

A PyTorch implementation of : Language Modeling with Gated Convolutional Networks.

gated-recurrent-units-and-deep-convolutional-neural-networks-for-stock-price-prediction

This paper proposes a novel hybrid approach for stock price prediction. Stock price prediction implies telling whether a particular stock price will go up or down on a certain day. The model proposed in this paper uses Gated Recurrent Units to take into account the sequential nature of days, which is not handled by CNNs. However, the CNN is used to capture relationships between long term and short term stock patterns. Finally we have a simple feedforward neural network which learns the weights to be given to the CNN prediction and the weight to be given to the GRU prediction.

gated_cnn

Keras implementation of “Gated Linear Unit ”

gc-mc

gc-san

An implementation trying to reproduce "Graph contextualized self-attention network for session-based recommendation" based on SR-GNN code.

gcdan

gcm

gcn_anomalydetection

gcn_mobility_relationship

Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference

gcnn

Language Modeling with Gated Convolutional Networks

geapr

This is the repository for our CIKM 2021 publication: Graph Enhanced Attention Network for Explanable POI Recommendation.

geoie

geosan

Code for KDD '20 paper "Geography-Aware Sequential Location Recommendation"

ges

This is our Tensorflow implementation for "Graph-based Embedding Smoothing for Sequential Recommendation" (GES) (TKDE, 2021).

getnext

ghi-prediction

PyTorch Code for running various time series models for different time stamps and confidence intervals for Solar Irradiance prediction.

gnn-in-rs

gnn-recommender-systems

An index of recommendation algorithms that are based on Graph Neural Networks.

gnn-study

gnn4rec-papers

Recent papers on Graph Neural Networks-based Recommender System.

gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

gnnpapers

Must-read papers on graph neural networks (GNN)

google-trends-for-twitter-users-location-estimation

The dataset of the sample of 100 Twitter accounts used in an experiment for location estimation

gowalla

Ruby wrapper for the Gowalla API.

gowalla-1

A simple visualization of Gowalla dataset.

gpmf-gbp-aaai-20

Demonstration code for Scalable Probabilistic Matrix Factoriztion with Graph-Based Priors