s1280061

s1280061's Stars

• parisots/population-gcn

  Graph CNNs for population graphs

  Language:Python16871

• he-y/Awesome-Pruning

  A curated list of neural network pruning resources.

  2.3k327

• yaozhewei/MLPruning

  MLPruning, PyTorch, NLP, BERT, Structured Pruning

  Language:Python212

• AmitRoy7781/SST-GNN

  [PAKDD 2021] SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network

  Language:Jupyter Notebook2612

• mingqian000/TrGNN

  Traffic Flow Prediction with Vehicle Trajectories

  Language:Python5922

• hpi-sam/GNN-SpaceTimeGraphs

  Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets

  Language:Jupyter Notebook163

• AmitRoy7781/USTGCN

  [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network

  Language:Python3110

• dmlc/GNNLens2

  Visualization tool for Graph Neural Networks

  Language:TypeScript23127

• jwwthu/GNN-Communication-Networks

  This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

  38769

• ChandlerBang/awesome-self-supervised-gnn

  Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

  Language:Python1.5k162

• microsoft/tf-gnn-samples

  TensorFlow implementations of Graph Neural Networks

  Language:Python914228

• LYuhang/GNN_Review

  GNN综述阅读报告

  Language:Jupyter Notebook866215

• weihua916/powerful-gnns

  How Powerful are Graph Neural Networks?

  Language:Python1.2k222

• CRIPAC-DIG/SR-GNN

  [AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

  Language:Python818270

• IndexFziQ/GNN4NLP-Papers

  A list of recent papers about Graph Neural Network methods applied in NLP areas.

  893139

• Knowledge-Precipitation-Tribe/Spatio-Temporal-papers

  This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

  Language:Jupyter Notebook23774

• xiaoxiong74/TrafficFlowForecasting

  Some TrafficFlowForecasting Solutions(交通流量预测解决方案)

  31077

• xiepeng21/research_spatio-temporal-data-mining

  A collection of research on spatio-temporal data mining

  14022

• Alro10/deep-learning-time-series

  List of papers, code and experiments using deep learning for time series forecasting

  Language:Jupyter Notebook2.6k520

• jwwthu/DL4Traffic

  This is the repository for the collection of Deep Learning for Traffic Prediction Problems.

  Language:Jupyter Notebook21738

• jwwthu/GNN4Traffic

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

  1k189

• meetvora/mlp-classifier

  A handwritten multilayer perceptron classifer using numpy.

  Language:Python22649

• lucidrains/g-mlp-pytorch

  Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

  Language:Python42156

• lengstrom/fast-style-transfer

  TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

  Language:Python10.9k2.6k

• utkuozbulak/pytorch-cnn-visualizations

  Pytorch implementation of convolutional neural network visualization techniques

  Language:Python7.8k1.5k

• dennybritz/cnn-text-classification-tf

  Convolutional Neural Network for Text Classification in Tensorflow

  Language:Python5.6k2.8k

• poloclub/cnn-explainer

  Learning Convolutional Neural Networks with Interactive Visualization.

  Language:JavaScript8k1.2k

• dair-ai/GNNs-Recipe

  🟠 A study guide to learn about Graph Neural Networks (GNNs)

  1.1k114

• benedekrozemberczki/SimGNN

  A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

  Language:Python747148

• benedekrozemberczki/CapsGNN

  A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

  Language:Python1.2k197